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Why the Best Teams Don’t Always Win

July 15, 2026 / 01:00:09

This episode of Wharton Moneyball features discussions on sports analytics, the World Cup, and the Home Run Derby. Guests include Eric Eager, VP of Football Analytics for the Carolina Panthers, who shares insights on various sports topics.

The show begins with the hosts, Kade Massey, Eric Bradlow, and Shane Jensen, welcoming back the full crew and discussing the ongoing World Cup semifinal match between France and Spain. They mention Spain's early lead and express their excitement for the upcoming football season.

Eric Eager joins the conversation, sharing his experience at the recent Home Run Derby and discussing the impact of exit velocity on home runs. He reflects on the analytical aspects of baseball and how they relate to player performance.

The hosts also explore the unpredictability of the World Cup, highlighting how competitive balance affects outcomes. Eager emphasizes the importance of randomness in sports and how it influences team success.

In the second half of the show, the discussion shifts to various sports topics, including the British Open and the performance of top golfers like Scotty Scheffler and Rory McIlroy. The hosts analyze the implications of player contracts and the dynamics of team sports.

TLDR

Eric Eager discusses sports analytics, the Home Run Derby, and the World Cup's unpredictability in this episode of Wharton Moneyball.

Episode

1:00:09
00:00:01
Welcome Welcome to wharton money ball. Welcome to a full hour of sports analytics
00:00:06
Here on the wharton podcast network. This is kade massey hosting this july week With the whole crew and it has been
00:00:15
a while since we've had the whole crew in here Even shane jensen is back in country in office Ready to go eric bradlow
00:00:22
is here from points afar Audie weiner In the office as well audie's working. He's doing like doing the teacher thing at
00:00:31
this moment Doing doing doing the lord's work on campus in philadelphia. I am not I am distant as well
00:00:38
But we're all here together glad to be with the crew. We're going to run an hour This summer
00:00:44
show as we typically do we're recording on tuesday In fact, we're recording as france and
00:00:48
spain are playing the world cup semifinal in dallas, I believe is that right and Eric,
00:00:55
bradlow tells us that spain has scored on a penalty kick early in the match to take a 1-0 lead We'll keep that
00:01:02
posted as we go along because we are interested We will have a guest in the first half hour as we typically do these
00:01:07
days and then we'll roll into what we somewhat Crazily call open lines in the second
00:01:14
half of the show and see what is on everyone else's mind But in the first half we're going to take as a guide
00:01:20
A good friend long time friend of the show one of the Absolute leaders in sports
00:01:28
analytics that we know of anywhere Eric eager is here to join us. Eric is also in philadelphia helping oddy with
00:01:34
that good work on campus working with the students taking a break from his Day job
00:01:39
with the carolina panthers where he is the vice president of football analytics Eric, I may
00:01:46
be rolling into his third season. Let's see if I have that right He of course was with pff.
00:01:50
He really kind of helped build out the research program there at pff um And before
00:01:56
that somewhere along the line, he picked up a math phd Kids got a few things going on and we always it was a
00:02:04
tenured math professor. We can't forget that tenured math professor Not just a math phd.
00:02:08
He's done a few things eric. Good to see you. Thanks for joining Okay. Thank you so much.
00:02:13
Uh shane oddy eric. It's uh, it's a pleasure. I um, I can't remember what I was telling this to Maybe it was at lunch.
00:02:20
Uh, you know, this was one of the shows that um, you know When I when I got onto the show for the first
00:02:25
time it was like one of the like the fun You know, you do so many radio hits you do so many of these
00:02:30
like content things uh for sports and this was a show that I had admired, you know for years and years and years and
00:02:36
it was Fun to finally be a guest and now Uh, it was fun to hear my boss, uh, brant tillis be a guest
00:02:41
a few months ago. I thought he did a great job. So Um, it's uh, yeah, it's it's really
00:02:46
fun to be back on and even though I can't really talk football Uh, there's there's
00:02:49
more than enough things that are going on. That'll be fun to talk about Well, I told kade that you would be wearing your
00:02:54
math professor hat And joining us as an analyst and someone who just thinks about sports
00:02:59
and that's what we do each week That's that's fine. That'll be enjoyable. Of course It's coming up on football season
00:03:05
and so the the desire to ask you questions even on college football I was in the gym this morning and I was getting
00:03:11
a replay of like Oklahoma south carolina and I was just eating it up because i'm
00:03:15
so desperate for college football But we're gonna set that aside For the next half hour
00:03:21
and just find out what else you've been thinking about eric What's cut your eye and
00:03:25
why don't we start i'll start and then you go from there Start with the home run competition you and oddy at least maybe
00:03:32
others you and oddy were at the ballpark last night at the home run competition you
00:03:37
guys I know we're talking about it, so What cut your eye about that? Yeah, it was it was a lot of
00:03:43
fun. I mean, I think uh, what's been cool, you know when you when you are You know kind of working for a vendor, right?
00:03:50
You have to be kind of on call all the time and you know since joining carolina i've had a decent amount of like
00:03:56
free time as far as um, you know this time of year and also, you know certain certain nights and weekends are sort of
00:04:02
uh walled off thanks to some of the The graces of my bosses so i've been watching a lot more baseball with my daughter
00:04:09
madeline and she's a she's a big-time milwaukee brewer fan and I I remember texting
00:04:14
uh oddy and saying like hey, why are they are they stealing more bases? It's like just being so curious about a
00:04:20
game that you sort of like grow up with and um, and you know, you know, you obviously read moneyball and all that stuff
00:04:27
But then like as as I grew in one sport, I let sort of my interests and others wane a little bit And it's
00:04:33
been fun to kind of reconnect with baseball a little bit and then last night, you
00:04:36
know um being able to go and see uh You know, I remember there was a one of the batters, um, you know, uh
00:04:43
oddy turns to me He's like yeah, you know of these batters his like exit velocity
00:04:47
is not as good as the rest of them I don't predict that he'll do particularly well tonight And and sure enough that happened
00:04:52
and it was it was just kind of fun like the amount of information that some of these Uh that some of these events
00:04:58
give us and and um Can I ask you a follow-up question on that? Did why did you do you have some
00:05:05
empirical data that suggests that exit velocity is strongly predictive Of the number of home runs
00:05:14
like maybe you could also imagine i'll make us up Someone has only a finite amount
00:05:18
of power to put into swings Maybe hitting 12 home runs each of 370 feet at a 95 exit velocity is better than hitting
00:05:26
six of them At a 115 where you're swinging through the fences. All right, that's a great question and i'm
00:05:32
gonna uh, I'll answer that and turn it back to eric as well. So the player in question actually was ben
00:05:37
rice Um who has by far the lowest exit velocity among the players last night But
00:05:44
he I think is second to schwarber and in numbers of home runs at this point in the season So what makes a home
00:05:50
run hitter is not just exit velocity It's picking the right pitches, but ben writes clearly
00:05:55
picked the wrong pitcher. He picked his dad and he couldn't throw it over Um, so and and he didn't
00:06:00
seem to want to wait it out until the ball was right over him But it made a difference.
00:06:05
I mean the the fact was is that the titanic home runs being hit Uh at the game last night that um, you know,
00:06:13
jr Um caminero was hitting that uh, the red socks guy whose name i'm blanking on.
00:06:19
Uh, remind me shane. Um was Unbelievable home runs. Oh, uh, you mean, um Wilson Yeah, sorry
00:06:28
I mean I can tell you that When you don't get all of it or at the right angle having those extra five miles
00:06:34
per hour Makes a difference being a home run and a fly out. There was quite a few balls that went
00:06:38
off the wall well, and one thing that was really really interesting that you pointed out
00:06:42
was the first two hitters got to hit with a wind that Was significantly or not. I don't know significantly, but like There and
00:06:51
then the middle hitters To the end of the the group didn't get nearly as much wind with them and then The difference last
00:06:58
night between the left-handed batters and the right-handed batters was interesting like the right
00:07:01
-handed batters Seemed to have had a much better time of it. Um, and you know even schwarber like You
00:07:08
know in his first set of you know First set of um pitches was not as impressive maybe as a second set of pitches
00:07:13
And yeah, it was it was it was fun. Just looking at like the heterogeneity of the
00:07:19
situations that even all the batters within the same uh competition had to face so I
00:07:24
did a little bit of a pre pre uh Home run derby homework. Well, I actually did an analysis and um,
00:07:31
i'll put the question to you So what I did was for every home run derby participant in the last 25 years I gave
00:07:37
them a a score on what type of player their career has been or will has ended up A couple of them are on
00:07:43
the edge like like last year cal raleigh isn't really kind of beginning and and uh,
00:07:48
I rated The players by the group so the winners the runner-ups and everybody else
00:07:54
I compared their average kind of quality rating on a scale of one to five um What do you think?
00:08:02
I observed how career career runner-ups compared to the losers career post like career quality
00:08:10
Over the entire their entire career So one number and i'm a little bit sketchy on
00:08:15
guys like raleigh who have a very I tried my best Clear audio you want us to make a prediction of the average one
00:08:22
to five rating of the winner the second place person and then everyone else Okay, I
00:08:27
will guess an inverted you Okay Anyone else? No, no hypothesis. No. No. Yeah, great one shane.
00:08:36
Yeah uniform. These are all like Already so he knows the answer no and this is the answer
00:08:42
is not The winners are better than the runner-ups who are better than everybody else
00:08:46
get out. Yeah, really And if you go look at the winners, I was looking for winners.
00:08:51
You look at them and you're like, oh my god Those guys were great. Um Winning the home run derby.
00:08:56
This is why this guy will walker. Was it whoever won last night? Um, it turns out it's not just it's
00:09:01
not losing doesn't mean anything tons and tons of losers But the winners there's only maybe
00:09:07
so to oscar hernandez who won last year I don't know what that guy's gonna be in by the time his career is over.
00:09:13
There's only one guy Historian last 25 years who's clearly was not really a star who
00:09:19
won Does anyone make a guess? I mean he played for the yankees for a while He was todd frazier.
00:09:24
I'm like who the hell todd frazier, but if you look at everybody else, it's it's
00:09:28
you know, they're big names and uh And and that's gets Big names, too. I I guess i'm more just sort of
00:09:35
surprised that somehow the winner of this Seemingly it's it's I it's it seems to me
00:09:41
like a fairly random competition Yeah, but it's not right additional i'm being a home run
00:09:46
big home run hitter And I feel like all the big home run hitters. Yeah, I mean you're selecting for big home
00:09:53
run hitters, but Beyond that it seems random. I don't know what to make of it I'm looking here at the list and I
00:09:59
agree with you. Yeah, we could argue that justin mourneau. I mean, okay Yeah, but he wouldn't have
00:10:05
ryan howard vlad guerrero prince fielder big poppy. Are you looking at a similar list of
00:10:11
the second? Runners up. No, I have that list too. So that's why you have to norm it
00:10:16
I have that so I have that list also I can show you that if you look at the runners up and then They
00:10:21
just aren't as impressive as the winners. It's not that big a drop by the way, but All the winners I think what's
00:10:27
notable is all the winners are stars and not all the runner-ups are I mean not even okay guys What about the new
00:10:33
format? We talk a lot about tournament design This is a small tournament design and people made
00:10:38
a fuss about it ahead of time 20 pitches No, no, no time limit. It's just 20 pitches and then this neat
00:10:43
thing where if they hit a home run on the last pitch They get it make it take it keep on going What were
00:10:48
your assessments ex ante and ex post of the tournament design eric? I I felt like it, you know, there
00:10:57
was I felt like it was very clean Um the way that it was and then obviously the the cool thing that you have
00:11:04
that mimics baseball Is sort of the infinite game if you stay alive, um, which is
00:11:09
which is what the the winner took advantage of at the end uh, which I thought was a was a cool was a cool
00:11:14
add to it, but yeah, those events are tough because You know, there's probably no one
00:11:20
Optimal answer and you're you're basically you're going for entertainment probably more so than you're going
00:11:25
for fairness in many cases So I found it entertaining. I thought that the the show moved on
00:11:30
pretty well Um, and then obviously at the end it added the it added the anything
00:11:34
is possible-ness to it That you really wanted sporting events. So I thought it was I thought it
00:11:39
was a good addition good a good I always hated the timer. So i'm glad they got rid of that
00:11:45
because I feel like I mean it's already a a bit of a synthetic environment, but uh It makes it even less like baseball
00:11:52
I feel like if it's like you're on kind of this like continuous clock and I mean I I feel like it really Led
00:11:58
the players to kind of exhaust themselves a lot more In the old service system. I don't know also I think also part
00:12:05
of the skill that oddy talked about is picking the right pitches for you to swing
00:12:11
at And so no one forced you to swing at that pitch. There's no clock running You could have let
00:12:16
that ball go and you chose not to okay. That's an important refinement. It's 20 swings not 20 pitches 20 swings
00:12:24
Okay, okay I like the refinement. I love the fact that the top round was was best four out of eight So
00:12:30
you didn't have to get eliminated because you've happened to have faced the unbelievable monstrosity that
00:12:35
somebody You know had uh, I like that. Um The you know, the real question to me we talked about this last year.
00:12:42
Um, are they juicing the balls? Which is only I mean, it's obviously only entertainment, right?
00:12:47
So it doesn't really matter. I hope so. Yeah You argue is if they can juice the balls for the Home run derby they
00:12:57
can juice the balls at will for wherever and that's something that that is a little
00:13:02
uncomfortable. Um, and Are you uncomfortable with the notion that they have the ability to juice the
00:13:07
balls? Okay Oddie wants the ball to be the same ball as it was in 1950. Come on.
00:13:15
Well, I do I what do you mean oddie? Don't leave me out of that It's an uncomfortable reality, I guess yeah, and I will
00:13:22
say every player last night. I mean I didn't check Exactly, but but I think at least at least to first
00:13:28
order every player hit a ball Last night further than they've had all season and maybe
00:13:33
their career No But it's but but they're being thrown to it like a totally different
00:13:40
speed that like it's right and by the way But velocity adds to distance and they're
00:13:44
being lobbed at at 50 miles an hour Yeah But they it's easier. It's easier easier to hit exactly the way
00:13:51
they want to hit it, right? But but you have a you have your career to hit, you know, and and a
00:13:56
95 mile an hour fastball goes further than a 50 mile Okay, interesting. Yeah. All right.
00:14:01
All right guys Question let me ask you one of the questions as a measurement guy
00:14:06
What do you think? Let's start with eric eager. Let's imagine they reran the home run derby
00:14:11
a large number of times What's the probability that the guy who won in your estimation
00:14:18
would win again? Great question eric Yeah, it's sort of like these questions you get in the world cup
00:14:25
It's like with a pre-flop probability of the team winning and then what happens after
00:14:29
a goal? Like how do you update you update game state and then do you update the your
00:14:33
your your posteriors on the players? um, yep, okay, so there's eight of them, um, I thought that Walker the guy that
00:14:42
won had one of the the smoothest swings I think like relative to the rest of the field like I think that that would
00:14:48
play more so i'm going to update from you know, my hold on eric Hold on eric. You're a quant you work in a sport
00:14:54
with great skepticism about the eye test Have you just updated your posterior because of your
00:14:59
expert ability? I didn't buy good baseball The areas are that you work with the tools you have
00:15:04
I don't I don't have great Like I don't have like these these models for these these these baseball players plus I do think
00:15:11
some players have a sweet swing man. Some players just have a sweet swing Yeah, so when I when I looked at when
00:15:16
I watched him swing I felt like he was using well and there was the other part of he did he did he have
00:15:21
the fortune of Playing in the first or in the second round where he didn't have to play out the whole string Which we
00:15:27
talked about oddy on the way back. Um That I think that helped. I mean i'll probably say like 17 and
00:15:35
a half percent That was the the only thing I was interested in was how far off 12 and a half you were going
00:15:41
to move um Well, I mean, let me can I respond because I watched the same context.
00:15:47
Um, I will say that The I mean walker was consistent all three rounds um, and so Schwarber was pretty consistent as well the
00:15:57
others were more random, I mean we didn't see four of them around two, but I would argue that it's probably a little higher
00:16:04
20. Um, 25 percent And you might give schwarber the other. Oh, I would give schwarber.
00:16:10
I would give um I would definitely give um Uh, who else um junior caminero a good chunk.
00:16:17
He was eliminated Um contraris looked pretty impressive contraris looked really good in the first first
00:16:24
round He was crazy good in the first round But looked much more, uh, much less convincing in the second and that's where you
00:16:31
get the the correlation, right? So the fact that walker went through three great And the others were schwarb schwarber had
00:16:38
a way a very tough first half his first 10 swings Were pretty weak in the first round and he basically just just squeaked
00:16:46
through In round one So, yeah The first two hitters were so prolific oddy that you
00:16:54
and I were look look to each other after they went 13 13 And I want to say the third one went 12 And
00:17:00
then we we said to ourselves what's the likelihood that 13's enough to make it to
00:17:04
the second round? And then 13 ended up leading the first round not only just making it through All
00:17:11
right, guys, let's let's leave that should as an outsider Should I think about the home
00:17:16
run derby as I mean audience just told us that it's a little more diagnostic than
00:17:19
I might Have thought but mostly it strikes me as Genius entertainment way to get more
00:17:25
eyeballs on baseball. Maybe boost popularity a little bit. They keep on tweaking the Format, which is
00:17:31
fantastic. We want to see experimentation, but it's kind of the baseball's version of the draft I
00:17:35
mean the nfl has created eric eager has to shut up now for a second But the nfl has created this event in april
00:17:42
that just you know Unbelievably increases attention to the league and that's actually meaningful that means
00:17:48
something for future teams This is pretty meaningless and yet it seems to have done a
00:17:52
similar thing But just also to be clear remember It's a self-selected process to get
00:18:00
into the home run derby And then it's talking about winners of this self-selected process
00:18:06
So the fact is if I put a bunch of first and second year players Let me oddy you could clarify your statement some
00:18:14
of the like if someone won the let's imagine you had a first year player That won got into the home run derby somehow
00:18:20
and won the home run derby You're not going to predict they're having a career like
00:18:25
vlad guerrero. You're not saying it has Predictability. Well, I mean i'm i'm i'm don't know
00:18:30
it But I actually am saying that that's a possibility I'm, not not saying it Is that what you say it's more would you
00:18:38
say it's more just a a rat like you're basically just stamping of approval on a player Yeah, that's where People gonna pay attention
00:18:48
to him in a way that they'd never paid attention to him at all I mean, I have to say I I emailed high
00:18:54
and bloom. He's at the cardinals. I said, where'd you find this guy? you know and because I never heard of
00:18:58
him and I'm gonna watch his career going forward. Um, you know, but the thing is about
00:19:03
About the home run derby it's entertainment but it sells the game because it's not Not
00:19:09
in the game and one of the things that's so beautiful about Baseball and two things
00:19:14
i'll point out that you notice live. First of all, they hit it an Unbelievable long way and that is just gorgeous If
00:19:22
you if you grew up around baseball watching guys hit a ball nearly 500 people Disappearing
00:19:27
into the nether reaches of the fan. It's just gorgeous The other thing is they put all these amateurs kids out there trying
00:19:34
to catch the balls They're hopeless at it And it gives you a measure We need the analytics on that.
00:19:42
Yeah. Well also the philly fans were ruthless with them Like any time one of those kids
00:19:47
in the pink shirt dropped the ball Yeah, let me ask let me ask audie. Let me ask a question both to you.
00:19:53
Let me ask more to kate Because it comes back to motivation and stuff Is there any possibility?
00:20:00
That winning the home run derby early in your career Could be bad for your career
00:20:06
Because you start to believe you're a hitter that you're not and or to audie's point
00:20:11
No one was paying attention to this guy walker before they are now And now all of a sudden he gets tougher pitches.
00:20:18
Maybe they spend more time studying his video I'm, just arguing is there a possibility that
00:20:23
this could have hurt your career I mean, you know i'm going to be skeptical of that but but I also want to articulate
00:20:30
the alternative possibility Which is this changes your conception of yourself? It changes what you think is possible But
00:20:36
mostly these are things that I don't want to take too seriously Let us stop there
00:20:41
for a second because eager is going to have to leave And he hasn't had a chance yet to direct our attention.
00:20:47
I want to just say eric eager Where would you take us? We can't talk about pro football or college
00:20:52
football presumably even friggin high school football, but of the other Topics available to you.
00:20:57
Where would you take us? You could make us talk about anything you want Where are you gonna go?
00:21:01
I i've been interested in obviously the world cup because it's you know In my my
00:21:07
former like in my former field of of like mathematical biology There was this there's always
00:21:11
there's a this theorem that says like in competitive environments The only way that you get
00:21:16
coexistence is through stochasticity, right? And like that's basically like all of sports
00:21:21
and I feel like Eric Eric, you have to say that in english before we go on So so in competitive environments where there's
00:21:29
like a clear ranking and and that's not even true in most sports But but in when there's a clear ranking between species, let's
00:21:36
say the only way that you have coexistence is through is through stochastic like randomness, right?
00:21:43
and I feel like otherwise just the top that the the higher fitness species would just
00:21:49
dominate and take over Will just dominate because they're better at everything and so, you know,
00:21:54
you need you need you need either heterogeneous rankings so like one team's great at defense
00:21:59
one team's great at offense or you need Randomness, right? You need you need you know days where
00:22:04
the better team loses and and and so on and or the better species loses because of environmental factors that were unpredictable and I
00:22:13
think that um This world cup while having the top four clubs Be make the the semifinals Obviously is unprecedented And and in many
00:22:25
ways feels chalky having watched a decent amount of these matches I I have not felt
00:22:31
that that has been the intermatch five absolutely and so that has been kind of I
00:22:38
was at the congo versus england game where congo scored in the first 10 minutes of
00:22:41
the game of the match And you know we got until you know minutes 75 before england scored i'm telling you in it in
00:22:48
that stadium in atlanta Almost all the fans were either neutral or england fans and the
00:22:53
tense how tense it was for those 65 minutes where it was thought of that england
00:22:57
could bow out to to the the To the conganese was like was was was exhilarating And so I I want you know, obviously
00:23:05
to throw it out to you guys What has been your impression of the world cup both from like a competitive Competitive balance but
00:23:12
also a gameplay standpoint Um, I I have found it as somebody who is just kind of a soccer fan Not not like a
00:23:19
full-fledged one Uh and somebody who yeah, obviously because i'm on a team. I don't like gamble or anything Uh like
00:23:24
that, so I don't really have any skin in the game other than you know, wanting the u.s to do well um I
00:23:30
have found it as a neutral observer to be incredibly Uh entertaining and I I found
00:23:35
that the the gameplay has been has been fun to watch. What have you guys thought?
00:23:40
It it does seem I I'll just kind of echo um, it's almost like the world cup seems to have this incredible ability to
00:23:48
like regress to chalk like it'll like It'll tease and upset Like crazy and you'll get
00:23:55
all excited. You're like no this this would really be one and then it'll It's still just the
00:24:01
same four teams at the end that we knew was gonna be at the end so I I just yeah, I I I guess
00:24:07
I I feel like it's it's it's always amazing to me um Given the inherent stochasticity
00:24:15
or randomness I see in the in in the gameplay itself And the chances back and forth that it does end up being kind
00:24:22
of so chalky um And uh, but but you know, maybe maybe maybe worse maybe that's maybe i'm reading too much into the chalkiness
00:24:31
this time around too A couple things that stuck out to me eric were first of all like argentina to date Has not been
00:24:40
good Like they should have been beaten. I think they I forget it was egypt. They were down to nothing I think they
00:24:46
scored three goals in the last 13 minutes Um, and I think as I remember there was either a penalty or one called back
00:24:53
because of a foul away from the ball It went it went both it went both ways. Um, Egypt has one call back and argentina
00:25:01
didn't have one call back, right? And there was one in um as I remember when I guess it was norway was
00:25:08
playing was it england? Where there was a foul like three thousand feet behind the ball or something like that
00:25:14
that got another one called back So all i'm coming i'm not saying the teams that
00:25:18
are there don't deserve to be there All i'm saying is that we could be talking about an entirely different narrative in other words
00:25:24
If they play these games, i'll just go back to the same question. I asked about the home run derby If
00:25:30
they play this tournament all over again What fraction of times are these the four teams
00:25:36
that make it to the semi-finals? And i'm not that and and again, we're not going to talk about college football But
00:25:42
every beginning of every college football season kate asks us the same damn question which is
00:25:48
Pick the top four teams you want Assign the probability that these teams are going to
00:25:55
be like in the last four when it was only four teams in the tournament Kind of thing and i'd say oh, I don't
00:26:00
know 40 50 percent He'd run his stem the massey peabody said maybe like three percent
00:26:05
or something like that We always overestimate the amount of chalk and i'm not convinced after
00:26:10
watching these games That if we played this tournament a thousand times that there'd be more
00:26:15
than Oh, I don't know at most 10 percent of the time that these four teams would be the final four Yeah, but but
00:26:23
but but it would be I'm, just going to point out that eric is taking a different position than eric eager and shane started
00:26:29
with which was there's something It seems like there's something about the inevitability despite the Stochasticity
00:26:36
it seems inevitable that the better team emerges and shane's like maybe i'm misremembering it eric's
00:26:41
like I don't believe that at all One quick anecdote to throw into this on the norway england bit just because I need to
00:26:47
lament it a bit more Was that two for one that norway had with holland and their other player when they were up one
00:26:56
nil And it was late in the first half and the guy didn't pass the ball to holland And ended up not making a
00:27:03
play at all and it's like that would have been 2-0 And it would have been a different deal altogether It's like that's
00:27:07
another one to fold fold into eric's if you played this again thing But i'm i'm at a bit of a loss for what
00:27:12
the model is And we have a mathematician here to help us. What's the model of a game that feels
00:27:18
that random and yet? There's this inexorability about the better teams emerging or do we have it wrong audie was
00:27:24
going to try to get in Yeah I want to get eric to have the last word But i'm just going to get in
00:27:29
is that this is the first time that there's been one two, three Four in the seedings making it to the finals So that
00:27:34
suggests if you look at the rankings of the top four historically, there's typically One or
00:27:40
two of the top teams there and then two others that are quite distant So I think when we say the inevitability, it's almost
00:27:46
inevitably the winner um, and I think that that's ultimately what we're observing and in fact
00:27:53
We talked about on the show that that I thought that the the probability of a new winner Was way too high in the
00:28:00
betting markets I think it was like 30 and of course, it's not going to be a new winner all four are yeah, and
00:28:06
just to try to Put the record i'd personally cost audie weiner money because he was
00:28:10
no it's it's it's not you It's your it's it's my star student. Um, my one of my best of all
00:28:17
time. Zach bradlow He's the one who said he gave me the reason why it should be 30 And I got spooked out of it
00:28:24
and I ended up i'm not betting i'm responsible I think if you want to go all the way back to the causality eric
00:28:30
is the reason but yeah Yes, that's what I was saying. Eric. I'm the reason i'm That does work that
00:28:35
way shane was going to jump in shane Well, I just want to point out that I think eric when you were talking about
00:28:40
oh these same four repeated over That's too restrictive a definition of chalk Really I I
00:28:45
like kind of more Audi like if we really want to say about going chalk, it's No, no new winners basically because I mean,
00:28:53
yeah, I I mean this time england happened to be in the final four Maybe in like half the repetitions brazil's in the final
00:28:58
four instead. I'm good It's always the same. I was intentionally using restrictive definition.
00:29:05
I like your definition better. I agree with that. Yeah Yeah I think That you know make
00:29:12
it up as as eric eager was saying, you know, maybe the congo beats england could
00:29:16
very well be But let's see them beat three other teams pain and then france or their path Guys, I have a question.
00:29:23
I have a question for y'all. We've all paid more Maybe I don't know. Maybe audi hasn't audi has some hater tendencies
00:29:29
on this sport. We all have watched more soccer Over the last six weeks than we have on the
00:29:35
previous four years Um, what is one thing that you appreciate about the sport now That
00:29:42
you've learned or learned to appreciate over the last six weeks something new about the sport
00:29:46
eric eager first Yeah, I to me there's two things. Sorry. I the the one is how non-monotone
00:29:54
the win probabilities like if you just look at either the you know, the markets or
00:29:59
the the if you look at the um, like the the models The the the extra time and the and the penalty kicks especially
00:30:07
in this knockout round Uh, like the the the fact that there's like and and one of my friends alerted me to this So
00:30:14
it's not it's not necessarily original but I noticed I I cannot not notice it now
00:30:18
Um where it's you know, once you're getting in a minute 80 You know the the the probability of the favorite winning it, you
00:30:26
know Grows quite a bit because there's no time for an answer and then all of a sudden this new third of a game
00:30:30
opens up where There's an opportunity for the underdog to match if if there were to
00:30:35
be a goal scored by the favorite And so like that, you know in in you know in in games that are a little
00:30:41
bit more sudden death, you know in overtime uh, like like american football or at least
00:30:45
like or In some ways, you know the historical version of it you would have win probabilities that were a little bit more monotone
00:30:52
as the game was finishing um, so that that's one that I I I really you know, and then the other part that I
00:30:58
just don't think eric Let me just real quickly Eric real quickly because you're making a
00:31:03
very interesting point, but you're using technical language that some of our listeners won't with be
00:31:07
with Monotonicity means it's always either increasing or staying the same and never starts decreasing and
00:31:14
eric is pointing out that these probabilities Go up and come down over the late at
00:31:19
different points in the game, especially with extra time and that's odd for sports And that's
00:31:23
an interesting observation Yeah, just because you you have the you have these different sticking points
00:31:28
in the game that are that are interesting and and so it was just it was fun to watch that and to kind of
00:31:33
and think about it and then I just didn't grow up watching this or watching or playing the sport.
00:31:38
It's much more physical than I thought it was and Um that that part of it like I was why I forget which I
00:31:45
think was belgium I mean belgium had a guy in the I think I was center back or some some position I'd say this
00:31:52
is how little I know still but one of the guys like literally just like bach bodying other players in the middle of the
00:31:58
pitch for like the whole game and And that guy could play fullback for a team It felt like at the end of the
00:32:04
at the end of the game how physical he was And that's just something that I think it was fun to be introduced to
00:32:09
Yeah, that's great. Somebody else. Let's hear something from everybody on something You
00:32:13
appreciate and oddy yours can be negative if you want it to be negative eric bradlow.
00:32:17
No, actually, I I don't have negativity um I've enjoyed watching quite a bit of soccer.
00:32:22
I would say that it's much more fun to have a rooting interest and um And I know lots of people have talked about
00:32:28
loving to watch soccer just to watch soccer that part I haven't quite figured out yet,
00:32:33
but if you're Have a rooting interest that game is unbeatable Because you're just literally at
00:32:39
the edge of your seat for 90 minutes and you just don't come off it. There's no relaxation because there's no I mean
00:32:46
now they have hydration breaks. But other than that, it's just You know what? I don't get I don't want to be
00:32:52
negative what I don't get but i'm gonna be What I don't get is when you don't care.
00:32:56
I mean really what the hell? Um, it's uh, okay Okay, you know some of the rest of us might chime in
00:33:03
on that one I mine will chime in on that one a little bit shane or eric bradlow I'll just say a couple things
00:33:09
one is I realize Obviously we were more excited after the group stage in the first
00:33:15
game the u.s is very far away I mean they lost badly to belgium who would not is not really competitive against the
00:33:24
top teams Um, even just their skill level and passing It's like it's a totally different
00:33:30
game watching them play forget the outcome of the game Just watch the passing and the
00:33:35
movement and everything else. That was one thing the second thing was I I think It's crucially important to have
00:33:43
someone that Remind me oddy xg plus Remind me that that you guys were talking about
00:33:50
last week on the show. Um, which is again some guys Just help create goals and I understand like That's part
00:34:02
of the reason they've advanced but I mean Mbappe is special Messi is special Harry kane
00:34:10
is special Bellingham special so all i'm commenting on is is that to win Without one
00:34:18
of these i'll call them all-time greats. I'm in my opinion Is very very hard to do because when it comes down to
00:34:26
it You're going to need someone that either scores really efficiently or creates goals for other
00:34:33
people When it's not really there and I think having super super stars really matters, that's
00:34:40
just my opinion and credit to the u .s Oh, go ahead. Okay. Well, I was gonna say this just noting
00:34:46
the difference. We just saw the carolina hurricanes When uh stanley cup with a different philosophy their philosophy
00:34:52
was depth And we're not going to worry about going at the trade deadline to get a big star We're gonna we're gonna win
00:34:56
through having four great lines. It's very counter for hockey Just proved out this year than eric is suggesting for soccer,
00:35:03
but shane, please jump in well, no, and I mean, I guess I was going to make the glib comment that we've at least
00:35:09
advanced such that The u.s has recognized that when they have one of those stars
00:35:13
available, but they're not available for the game in question They just need they they need
00:35:18
to go that extra step and make the call Make the call. Okay. Shane. What else you got?
00:35:23
What else you got on the sport? I I unfortunately I have to go a little negative in that I I was I
00:35:29
continue to be frustrated by The offsides and the the way you saw in offsides is
00:35:35
implemented in soccer and I feel like a lot of kind of really cool goals Are called back kind of against the spirit of
00:35:44
I mean, I understand the spirit of the rule but I I i'm dreaming big of a future where We have like kind of
00:35:51
more like an end zone kind of structure And I want you guys to think or maybe push back on this if you think
00:35:56
it's a stupid idea There would still be a boundary somewhere that could be violated by
00:36:00
a by a there's still a line but it would be more like in hockey where all you have to do is make sure
00:36:05
that You know one thing there's not there's nobody in that zone Okay before the ball
00:36:11
is in that zone, which is easier to kind of enforce and and and kind of You're saying you it's okay to be off
00:36:18
sides as long as you're not in some zone Yeah, like changing exactly and so like
00:36:23
I mean, I understand the intent of offsides Like so you don't have cherry picking and
00:36:27
all these kind of like, you know type of behavior. I I get that but changing it to
00:36:32
a point where it's like You know, you can have a little bit more back and forth because essentially it just works to suppress
00:36:38
goals And a lot of cool, you know Essentially legitimate looking goals are suppressed especially now
00:36:46
with var aided kind of like You know by microns offside kind of calls All right guys i'll give mine we need to wrap
00:36:54
up and cut eric eager loose here But just to close the loop i'll say two real quick ones one the the diving is
00:37:01
just horrendous and possibly disqualifying for the sport if you if you could if you You
00:37:06
can decide you don't like soccer just because the diving I think that's utterly a reasonable
00:37:09
position to take I mean, that's just like it's absurd. We're training new kids every year into the
00:37:14
culture of Lie about what happened in order to advance your team But more what I
00:37:20
do appreciate and I think I appreciated more this time than ever before was And this
00:37:24
is my answer to you adi It feels to me like almost every moment of the entire match.
00:37:30
There's a contest of skill going on like can the player Keep the ball. Can the player keep it away from this
00:37:36
other guy? Can the player connect a pass like almost every moment? There's something that I couldn't do that's playing
00:37:42
out there and it's a contest of one or two guys And I think that's a neat um a neat feature of the sport
00:37:48
Why don't we stop there? We've kept eric eager longer than we expected to eric. We could go on for a long time
00:37:54
with you We hope to see you back again soon um, and um, we wish you the best with everything that's going to come
00:38:01
this season for the carolina panthers Well, thanks for having me guys. It's it's a pleasure and honor and like
00:38:06
like you said go panthers Go panthers eric eager vp of football analytics that the carolina
00:38:12
panthers rolling into what I believe is his third season in that position Which happens to
00:38:18
track he and brent tillis got there at the same time And that happens to track the progress of their one loss record go
00:38:24
track it go look at it That's analytics for you. Welcome to the second half of this week's
00:38:28
show We are just off the line with eric eager vp of football analytics with the carolina panthers long time front of the show
00:38:36
helped create the r and d group at Pff kind of turned it into what it became before leaving there um, he was also
00:38:45
with um sumer We missed that in the introduction. He was with super sports for a couple
00:38:50
years between pff and the carolina um panthers Eric always fun to talk to um, we
00:38:56
just oddy rolled off the show as well. Oddy is mid teaching and is wearing down vocally So in order to preserve his best
00:39:04
for his students He's going to take the second half of the show off eric Bradlow
00:39:08
shane jensen and I will be in here through the balance from about 15 20 minutes here second half of the show We got
00:39:13
a lot of sports going on. It's a good time of year. I'm curious we talked A lot of baseball
00:39:17
home run derby in particular. We talked world cup. What else fellas world cup It just flashed
00:39:23
up on my phone. So there's now it's 60 minutes into the game It's now two to nothing spain and
00:39:28
I just want to point out by the way that prior to this game france had twice the win probability Essentially of any other
00:39:38
team they were almost at 40 percent. It wasn't exactly 40 20 20 20, but it was close enough Um, and they're down
00:39:45
to nothing with 30 minutes to play Yeah, they've been the most impressive club Everybody has
00:39:51
said they the ex-ante odds were highest and then everybody's been more impressed with them
00:39:55
than anybody else So so here we get to see some of eric eager Stochasticity that
00:40:00
we were talking about and more the eric bradlow model of soccer than what we were
00:40:04
talking about Well, let's see. Let's see how it plays out. Um Okay, that's on the world cup front
00:40:10
what else what else fellas So I i'd love to talk wimbledon But i'm going to skip that for a second.
00:40:20
I'd love to talk Scotty scheffler and him missing his first cut in like 86 years,
00:40:26
but i'm not going to talk about that either Um, although if we go a second round, this is more for shane so Turns
00:40:33
out my son zach who eric you already mentioned his uh, you know girlfriend who's serious
00:40:38
with about to move in She's a big and i'm ducks fan and Leo carlson is on the ducks and Someone has to explain
00:40:48
to me how leo carlson Who I just i'm not an expert in hockey as you know, I just looked up his stats for
00:40:55
last season He scored 67 points in 70 games, which is very good Um, he was plus four.
00:41:02
His plus minus was plus four, which I don't know doesn't seem great to me How is this man the highest paid player?
00:41:08
in hockey I mean, it's it's kind of I mean I guess I can explain kind of the concept of like restricted free agency
00:41:16
in hockey um Where a hockey player has basically gotten I think to the end of their first contract But has not gotten enough
00:41:25
service time essentially gotten enough service time or has not been around long enough to be
00:41:31
an unrestricted free agent um so The kind of during that kind of period other teams
00:41:39
can basically essentially extend offers to the players Which the flyers did you know, and then
00:41:47
the the the home team kind of has you know The option to pick uh to essentially match or not and if they don't
00:41:53
match then the player moves and there's draft picks that come across in compensation So the
00:41:58
anaheim so this is a case where you've got like a young Incredibly good center like
00:42:04
I mean a a top player for the future, I think But like not, you know kind of certainly at a superstar level yet
00:42:13
but um that Anaheim was essentially forced to lock up They didn't want to let let
00:42:21
go but was forced to lock up. I think at like kind of a higher offer Than they otherwise would have because of
00:42:28
the philadelphia offer Yeah, so that's what I thought happened. So just to let you know, so he's
00:42:32
getting five years and 90 million First of all, I wasn't even aware that the highest
00:42:36
played players in hockey weren't at a higher level Like I didn't realize like I even
00:42:41
if you had told me 18 million about that I think it's the highest by 3 million, but if you had told me I
00:42:46
would have been shocked that that's the highest number Let's just start with that.
00:42:50
So hold on eric. Hold on. Hold on I mean i'm almost shocked in the other direction that there is somebody making
00:42:54
18 a year now hockey has been Categorically below everything else for a while. I see.
00:42:59
Well, this guy leo carlson is making 18 million a year okay, so real quickly the
00:43:04
by my base rate Explanation without knowing anything but not an explanation hypothesis would have been
00:43:11
an increased salary cap So I don't I don't know what the salary cap did this year, but the best way to get around
00:43:16
the highest This is this does I think set a new high water Though the cap is going up this does set I think
00:43:24
a new high water mark For percentage of cap taken percent of cap. Okay, at least Yeah, I I I you
00:43:31
know, I'm again we're kind of comparing aav and I I don't know exactly how the contracts uh, Structure and stuff like that.
00:43:37
But yes, I I do believe that this might be a new high water mark But it's going to quickly get passed.
00:43:43
So connor bedard is a big winner out of this Yeah, because he's kind of entering
00:43:47
that same kind of phase now um, and and some of the you know, it's sort of like I I think kind of um
00:43:57
Team team stuff obviously like in hockey like anything else want to kind of lock up
00:44:01
their young stars But I think those young stars are kind of getting expensive now Let
00:44:05
me build on what kade said earlier You remember when I was talking about and we were talking with eric eager about the superstar
00:44:09
model in soccer But we're talking about the the hurricanes who who won with depth and
00:44:14
all that So let's I make an assumption. I'm not an expert that there is a hard cap potentially in hockey There's a salary
00:44:21
cap in hockey, right? Yeah So, um, they were they were planning on paying carlson 13 million and now he
00:44:27
got 40 percent above that number That has to impact The team's ability to build the
00:44:33
kind of depth you're talking about So what impact will if the top end goes up? What like you could build a statistical model
00:44:44
that would say number one You know, you better build much more accurate models of superstardom
00:44:52
number two you better have a model then where you can't have that kind of depth because the salary cap is going to restrict
00:44:59
you because This guy's now eating up. I don't know what the salary cap is in hockey But this guy might be eating
00:45:05
up 30 percent of the salary cap. I don't know if it's no no, it's not that much It's more like is it
00:45:09
a hundred million? What's the salary cap in hockey? Is it a hundred million? I think I saw somewhere that I think
00:45:13
he's gonna be eating up like 17 to 18 percent of the load mean roughly 100 million It's a hundred million, but that's one
00:45:19
player who's eating up. How many players are on a hockey team? Is it 20? Yeah, 25 I think 25.
00:45:25
So this guy's eating up four and a half x The salary cap. Yeah, but again, it's it's the new high
00:45:32
watermark, but I think the highest before was like 15 60 and like it's not It's this is not a dramatic jump in that
00:45:40
percentage of the cap taken up by one player I agree It obviously does, you know,
00:45:45
just like we talk about, you know If you're going to have patrick mahomes on your
00:45:48
team making whatever percent of the salary cap You better draft really well because you're not
00:45:53
going to have as much flexibility I I think it does it does have say that same sort of effect.
00:45:59
It's just you know, I guess hockey doesn't usually have it Quite attributed as much to
00:46:04
one. It also doesn't have the ability of like a patrick mahomes to say You know what
00:46:08
or tom brady to say, you know what i'll don't worry Just pay me 40 million. I don't need 60 million in hockey.
00:46:15
These guys are grabbing every dollar they can and they should Yeah, well, I just I
00:46:21
want to I want to note that uh, eric is bringing hockey into the conversation Which
00:46:25
is not usually what he does so shane you and I should be really happy that brad.
00:46:29
No, that's amazing Tennis and golf i'm if it gets back to me, I will don't worry.
00:46:34
So shane you're you're up next buddy What do you got? Well, i'll go. Yeah, I mean, I guess i'll i'll do
00:46:40
a Baseball one just because you know, I think it was within this past week That justin verlander announced that he's going to retire
00:46:47
at the end of this season and Essentially, I I kind of see him and max scherzer once those both retires the past varon
00:46:55
In fact, it'll be I I think somebody calculated this out It'll be the first once
00:46:59
max scherzer retires once verlander and scherzer are both retired. It'll be the first time since 1879 That
00:47:07
there's not a 200 game winner in major league baseball And you could ask if there's
00:47:13
ever going to be another 200 game winner again But it'll certainly be do you know
00:47:18
who's third shane? I just looked it up while you were speaking. Do you know who's third?
00:47:21
Like right now cole probably gary cole. Yeah, gary cole 156 Yeah, it's not close
00:47:27
Yeah, no, he's I mean can chris sales. Uh, I think chris sales in that kind of range too but both I mean Getting
00:47:34
another 50 wins out of either of those two guys that they're staging careers. I mean chancey at best we may be
00:47:41
looking at the last of the Scherzer and verlander may be the last of the 200 game winners So this absolutely stunning and one
00:47:49
of the fun things about baseball is that you can go back 150 years and that's just extraordinary But when we grew up the
00:47:55
20 game winner was kind of a benchmark essentially. Am I thinking about that correctly?
00:47:59
What is the benchmark these days for good good starting pitchers and the number like a
00:48:04
good starting pitcher might win how many games a year 18 17, I think we I mean probably That's the probably the top wins
00:48:14
among pitchers not necessarily the Yeah, okay. I think the max still often gets to
00:48:20
17 18 in a season So, you know, we've got christopher sanchez. I think already has 11 or 12 11.
00:48:27
He won. I think at least 11 I saw him win 11. Yeah yeah, but shane what you're pointing out
00:48:32
is a couple things one is we talk about this like wins Are not just an individual statistic So first the phillies have to
00:48:43
be a good team for a long period of time assuming sanchez stays in the phillies You have to have a good team around
00:48:50
you because you could have a you know And then you have to pitch probably to win even 200 you probably have to have
00:48:57
A very very very good 10-year stretch Even in today's days to win 15 plus a year for 10 plus years And they
00:49:07
say, you know, you say well just win 17 a year for 10 years Oh, come on No, we're not Not when not when
00:49:17
17 is closer to the max across all baseball in the year as opposed to something that Even the elite pitchers can consistently replicate
00:49:25
Also, I want to observe I heard in passing I caught some news bit a week or so ago um Paul skeen said he
00:49:33
had started like seven or eight games without a win with the pirates, right? I mean, he's like one of the best
00:49:38
pitchers in baseball goes seven or eight starts without a win Felix hernandez was obviously had
00:49:44
a near hall of fame career, but was never really on good teams Right. Yeah, I think he should be in the
00:49:51
hall of fame, but we'll talk about that another day All right, let's go with one
00:49:55
more and eric eric, come on give me something i'm i'm going but it's going to be in service Of eric as well.
00:50:02
It's what I would have picked but you'll be happy with it eric and that is uh, The british open the open as they
00:50:08
say it's a cognizant. I call it the open is this weekend It is the last of the majors we
00:50:13
end in july now, don't we because the pga got forward? So this is the last of four majors.
00:50:18
It's at royal burkdale which is one on the rotation, um and and the notable thing
00:50:26
is that sheffler is still the Odds on not the odds on favorite. He's the he's the favorite but um Barely
00:50:35
and mackleroy basically is just right there behind him and the question that eric raised before
00:50:42
the show was You know, we think that there's a lot of momentum in golf not that we think we know this We know
00:50:47
the sports betters map it the quants map it they know this Sheffler missed his first
00:50:51
cut last weekend at the scottish open first time. I think 78 starts. Yep Which is it's a long way from
00:50:58
the record, but it's still a very it's like the fifth or sixth longest I think and a very good run, obviously Eric asked
00:51:04
why is he still the favorite if we know that cyclicality matters momentum matters in golf
00:51:09
and he seems to have been drifting down in recent tournaments, yeah, so What do you
00:51:15
expect out of sheffler coming into world royal burkdale this weekend I expect sheffler to play.
00:51:21
Well, I do not expect him to win I mean he hasn't won on the pga tour since his uh, he's won once early
00:51:28
in the season He played he's played extremely well. I told you about his kind of he's
00:51:32
been riddled with horrible second place finishes So it's not like a couple of them were
00:51:37
backdoor But I mean the guy still had a streak of 30 something top 25s in a row I I predict sheffler will be
00:51:44
in the top 25 Um, I will put him in 10th plus or minus five That would be my confidence interval for his performance,
00:51:52
but I do not expect him to win I don't know why anybody would i'm not saying anybody he I just given the momentum
00:52:01
right now There's a number of golfers top golfers playing better than him. So I I do not expect him to
00:52:07
and i'll stand by my interval real quickly Real quickly, let's just note also that scotty
00:52:13
is the defending champ I'm having one last year, but he's at 15 to 2 rory's at 17 to 2 Matt fitzpatrick comes in
00:52:20
number 3 at 16 to 1 tommy fleetwood Still searching searching for his first major 18
00:52:25
to 1 john rom Former dominant john rom he is fifth at 22 to 1 and then just running through the next few names
00:52:33
Chris gotterup who's been a new guy on the on the on the scene the last one again Um, colin morikawa is back to
00:52:41
playing good golf ludevig oberg the texas tech red raider um scandinavian xander shoffley Justin rose
00:52:49
wyndham clark cameron young robert mcintyre tyrell happy any of these guys could win these guys
00:52:55
will be open Yeah, this is a it's a good it's a good little run But I one of the things this reminds me
00:53:02
of we've I think we speculated on the last couple of years How many different this
00:53:06
is a modeling question for y'all just help me understand how you statisticians would think
00:53:10
about it There's multiple arcs That we might imagine is this a reasonable way to think
00:53:17
about here's here's here's the question How many arcs could we give a golfer to capture?
00:53:23
momentum in a in a chronological Performance as a function of chronological time and i'm going
00:53:30
to say like on three different frequencies. Obviously, there's a life curve There's a career
00:53:34
age curve to a golfer we observe this kind of um I don't know There seem there is momentum Like in and out of
00:53:44
the zone kind of thing There's this zone thing but then there's something kind of in
00:53:48
the middle which is like golfers seem to kind of go through these longer term ups
00:53:52
and Downs like more account was down for a couple years. It wasn't that he was down for a
00:53:56
month or a summer He was down for a couple years So how many curves how reasonable is it to model golfers this way
00:54:02
is to say let's throw an age curve in there Let's throw a heater. He's on a heater right now curve and
00:54:07
then let's throw kind of a medium frequency curve That just captures what seems to be
00:54:11
the truth about golfers that their games kind of ebb and flow Over a medium term.
00:54:16
Is that reasonable? And if shuffler entering is shuffler entering an ebb on that middle frequency.
00:54:22
Is he ebbing now in that middle frequency? What what it kind of struck me as you were kind of describing these three different
00:54:28
kind of Frequencies is it was kind of remind me a little bit about baseball hitters,
00:54:32
you know baseball hitters Certainly, they have the overall career arc they have The kind of
00:54:38
like within a season a lot of ups and downs kind of of like, you know, maybe like they're uh, Mechanics change or something
00:54:46
like that. There's kind of ups and downs that frequency. I think they're prevented a little bit Less
00:54:51
because it's a team sport and they'll get selected out They're those kind of like two
00:54:55
or three year period ups and downs are probably more present in golf Compared to a
00:55:02
team sport because they're just not tolerated basically in more of a team, right?
00:55:06
You don't observe them, right? All right. Yeah, I like it Okay, I think that's an excellent way to think about it.
00:55:12
You know, I remember you know Shane's too young as a statistician, but you well not
00:55:16
that you don't remember know who mike west is But I remember when they were doing
00:55:19
these time series types of wavelet decompositions like you observe some High, you know frequency types
00:55:25
of series and it's exactly what you're saying cade Which is you need you know, how
00:55:29
many different curve types or what frequency are you going to analyze the data? You're going to do some sort of spectral
00:55:35
or other form of decomposition of a time series And I think that is what you would find for golf.
00:55:40
I think you would find some long-term age curve or trend I think you'd find some short-term But I think there would
00:55:46
be some medium one which could last a couple of seasons and look let's remember Scotty
00:55:53
shuffler's last four years four years ago roughly he had won zero tournaments Okay, he's won
00:55:59
four majors. I think it is and 20 or 21 tournaments in the last four years If he
00:56:05
did that for the next four years You would have to put him in the top 10 golfers of all time just on his
00:56:11
record I mean 40 wins and eight majors would put you at tom watson greatness and
00:56:17
i'm not saying shuffler won't get there But okay, so maybe over the next four years
00:56:21
he wins one or two majors and only 10 tournaments, okay Well, then he's still as
00:56:25
great as nick faldo and phil mickelson and he'll be 33 years old and then he'll still have 15 years to do stuff So
00:56:33
yeah, I I think it's just we have forgotten that this man was 25 years old and had won nothing Nothing And now all
00:56:41
of a sudden he's a hall of famer. He's a hall of famer right now so I don't know if this is an ebb
00:56:47
and flow maybe it's just like It's not fair to come The only comparison you could
00:56:53
say is is he gonna have like the 12 10 15 year heater that tiger woods had that's a benchmark Yeah, it's an unfair
00:56:59
benchmark. He's had one of the great four-year runs In all of golf history and for
00:57:05
that to continue I mean Well, that I love it. I love god. He's shuffler about it's not gonna happen Right,
00:57:14
it's not but that that the inevitability of it not is interesting It's just interesting like
00:57:19
what's going on that they cycle in and out like what happened with jordan speith.
00:57:23
I mean, what I mean Spieth is a great example because speith I think won three majors and he's stuck on three, but he
00:57:34
had a 15 minutes Yeah We could make an argument that if we erase the last two years what i've been talking about in
00:57:40
our show for 12 years That was roy mcelroy Roy mcelroy had a four-year heater between age 21 and 25 People thought he
00:57:48
was going to win 15 majors and then for 11 or 12 years He won zero and actually didn't and and he won a
00:57:55
bunch of tournaments but not majors now all of a sudden of course He's vindicated because
00:57:59
he's got six majors and two back-to -back masters, but I agree with you speith had this incredible speech a great example And
00:58:07
by the way, I think most golf experts would be a question for rufus p buddy I don't think most people think speith's ever
00:58:14
getting back I know exactly. I I mean it's it's interesting because I feel like golf especially is such a Mix
00:58:21
of athleticism. It's both athletic and mechanics But it's also psychologically So mental right and so it's you
00:58:29
know, it's kind of I think I think it is more fascinating like something like tennis
00:58:32
I think maybe Their trajectories are a little bit more just athleticism based or whatever.
00:58:38
I think or maybe maybe hold on Let's on that note. Let's throw eric one more bone.
00:58:42
I watched the third set tie break that coca golf played against machova again in the
00:58:49
semifinals Where um, she she had a volley on match point She had a volley at the net on match point that she just
00:58:55
completely choked It was as bad a stroke as you'll see a player take in major. She tried to hit a touch drop shot
00:59:02
When she rockets the ball down the line the match is over. It was a bad shot choice forget just
00:59:08
that she didn't execute it It was the wrong shot. You just hate to see sports decided like
00:59:13
that You just hate to see those kinds of moments, but you worry about the athlete
00:59:16
in those situations Like when do they come over that i'm that's going to stay with
00:59:19
her. She has to somehow overcome it It was a really it was a bad moment Um, why don't we wrap there guys?
00:59:25
We've gone the full hour now Um for the whole team for eric eager our guests this week and for audie weiner Who is
00:59:32
working on campus with eric eager this week and has been in absentia this second half
00:59:37
of the show for shane jensen back From point points far abroad for eric bradlow here
00:59:43
despite being far abroad for the whole team Um for um d patel the boss lady for the grodd squad who is running the
00:59:51
show these days and jacob grodnick Who's on the board today many things and many thanks
00:59:55
to you guys for listening Come back and join us next time between now and then Enjoy your sports

Episode Highlights

  • Welcome to Wharton Moneyball
    The crew gathers for a summer show filled with sports analytics.
    “We're all here together, glad to be with the crew.”
    @ 00m 38s
    July 15, 2026
  • Home Run Derby Insights
    A deep dive into the home run derby and its unpredictability.
    “Winning the home run derby doesn't mean anything!”
    @ 08m 46s
    July 15, 2026
  • The Beauty of Baseball
    The home run derby showcases the beauty of baseball, with stunning hits and fan interactions.
    “It's just gorgeous.”
    @ 19m 19s
    July 15, 2026
  • Winning the Home Run Derby
    Could winning early in your career hurt your future? A deep dive into player psychology.
    “This changes your conception of yourself?”
    @ 20m 30s
    July 15, 2026
  • Intensity of Soccer
    Watching soccer with a rooting interest is an exhilarating experience, keeping fans on the edge of their seats.
    “There's no relaxation because there's no...”
    @ 32m 41s
    July 15, 2026
  • Diving in Soccer
    The culture of diving in soccer is frustrating and could disqualify the sport for some fans.
    “I think that's utterly a reasonable position to take.”
    @ 37m 11s
    July 15, 2026
  • Skill Contest in Soccer
    Every moment in soccer is a contest of skill, showcasing the athletes' abilities.
    “There's a contest of skill going on.”
    @ 37m 30s
    July 15, 2026
  • Eric Eager's Insights on Analytics
    Eric Eager discusses his role in football analytics and the Panthers' performance.
    “Analytics for you.”
    @ 38m 24s
    July 15, 2026
  • Historic Retirement of 200 Game Winners
    Justin Verlander announces retirement, marking a significant moment in baseball history.
    “It'll be the first time since 1879.”
    @ 47m 03s
    July 15, 2026
  • Scotty Scheffler's Performance Expectations
    Discussion on Scheffler's recent performance and expectations for the upcoming Open.
    “I do not expect him to win.”
    @ 51m 50s
    July 15, 2026
  • The Rise and Fall of Spieth
    A look at Jordan Spieth's career and the unpredictability of golf.
    “I think most golf experts would agree, Spieth's never getting back.”
    @ 58m 12s
    July 15, 2026
  • The Choke Moment
    Coco Gauff's critical mistake in a match point leads to a discussion about pressure in sports.
    “You just hate to see sports decided like that.”
    @ 59m 13s
    July 15, 2026

Episode Quotes

  • I can't really talk football, but there's more than enough to discuss.
    Why the Best Teams Don’t Always Win
  • It's just gorgeous.
    Why the Best Teams Don’t Always Win
  • This changes your conception of yourself?
    Why the Best Teams Don’t Always Win
  • I think that's utterly a reasonable position to take.
    Why the Best Teams Don’t Always Win
  • I want to note that Eric is bringing hockey into the conversation.
    Why the Best Teams Don’t Always Win
  • It's interesting because I feel like golf especially is such a mix of athleticism.
    Why the Best Teams Don’t Always Win

Key Moments

  • Home Run Derby08:46
  • Career Impact Discussion20:30
  • Soccer Intensity32:41
  • Diving Culture Critique37:11
  • Skill Contest Appreciation37:30
  • Hockey Salary Discussion41:02
  • Golf Predictions50:11
  • Coco's Choke59:13

Tension Over Time

Words per Minute Over Time

Vibes Breakdown