Yankees Application Form

Murderer's Crow

Dragon Wangler 216
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Jul 15, 2005
23,589
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A redditor posted today that he applied for a position with the Yankees and received this form. How would you do SoSH?

Original Link: https://www.reddit.com/r/baseball/comments/16w6hy6/i_applied_for_a_baseball_operations_job_with_the/

Given no other information, which of the following hitters would you prefer to have on your team?
Hitter A: .300/.450/.600
Hitter B: .000/1.000/.000


Which of the following affects wOBA but not xwOBA?
Quality of contact
Quality of competition
Defense on batted balls
Leverage of plate appearance


Which of the following stats would most clearly indicate whether a hitter's .350 AVG is due for regression?
OPS
OPS+
wOBA
BABIP
OBP
SLG


Which of the following pitchers would you prefer to have on your team?
Pitcher A: Pitches 4.2 IP and gives up 0 runs every time
Pitcher B Pitches 6.0 IP and gives up 2 runs every time

Which of the following players was more valuable on stolen base attempts?
Runner A: 42 SB, 23 CS
Runner B: 12 SB, 2 CS


Given no other information, which of the following players would you start tomorrow in a must-win game? (Assume each has 500 PAs so far this season)
Player A: .850 OPS, 2 hits in last 35 plate appearances
Player B: .800 OPS, 13 hits in last 35 plate appearances


Of the following pitching stats, which is most robust (i.e., value-driven, all-encompassing)?
WHIP
FIP
ERA
QS%
LOB%

True or False: An elite reliever is worth less to a team that already has six elite relievers than to an overall equally talented team that has only one elite reliever. (Assume both teams use standard 5-man rotations with starters who average 5 IP/GS.)
True because the first team doesn't have as many high-leverage innings to spread around.
False because you can never have enough elite relievers, and the first team might end up having injuries.


Given no other information, which of the following relief pitchers would you prefer to have on the mound in the 9th inning of a must-win game?
Pitcher A: 2.50 FIP, 3 consecutive appearences with a blown save
Pitcher B: 3.00 FIP, 3 consecutive appearences with a successful save


Which element of a hitter's "triple slash" line is most important to his offensive value?
Batting Average
On-Base Percentage
Slugging Percentage


Team A and Team B both currently have a 2-WAR third basemen and have the option of signing a 5-WAR third baseman to a one-year, $15M contract for next season. Team A is currently projected to win 70 games next season, while Team B is currently projected to win 88 games next season. Given no other information, which team would benefit more from signing the 5-WAR third baseman?
Team A
Team B
Both teams would benefit equally


Your starter has a 3.20 FIP on the season and has thrown five shutout innings so far (18 batters faced) in today's must-win game. He has thrown 71 pitches so far today. You have five rested relievers in your bullpen with FIPs between 3.20 and 3.40 for the season, and you are currently winning 1-0. Given no other information, what would you do for the sixth inning?
Stick with your starter
Bring in a reliever


Given no other information, which of the following catchers would you prefer to start tomorrow's game? (Catcher ERA refers to the ERA of the pitchers pitching when a particular catcher is catching.)
Catcher A: .850 OPS, 4.25 Catcher ERA
Catcher B: .700 OPS, 3.50 Catcher ERA


A 23-year-old prospect has a 1.50 ERA in 5 MLB starts this year. Given no other information, which of the following do you think will be closest to his MLB performance as a starter next year?
1.00 ERA
1.50 ERA
2.00 ERA
2.50 ERA
2.75 ERA
3.00 ERA


Which of the following statistics in most useful for evaluating a reliever?
K%
K/9
LOB%


Which of the following could cause a player's xwOBA to be higher than his wOBA?
Hitting into a lot of hard-hit outs
Picking up a lot of weakly-hit singles
Spraying the ball to all parts of the field
Facing weaker competition compared to league average
Hitting a lot of cheap home runs that would be caught for outs in most ballparks


Which of the following pitchers would you prefer to have on your team?
Pitcher A: 3.50 FIP, 65% QS%
Pitcher B: 4.50 FIP, 100% QS%

Given no other information, which of the following teams would you prefer to face in a five-game playoff series?
Team A: 98-64 regular season record, 1-5 vs. your team in the regular season
Team B: 92-70 regular season record, 6-0 vs. your team in the regular season


True or False: Teams need a balance between power hitters and contact hitters to be good enough to win the World Series.
True
False


True or False: "Openers" can work for a few games, but trying to use them in 40-50 games per year would be an unsustainable strategy.
True
False


When evaluating a Double-A pitching prospect, which of the following statistics is the most important?
ERA
W-L Record
K/BB


Given no other information, which of the following pitchers would you prefer to start Game 7 of the World Series if it were tomorrow?
Pitcher A: 2.50 FIP in regular season (200 IP), 5.50 FIP in playoffs (20 IP)
Pitcher B: 4.50 FIP in regular season (200 IP), 1.50 FIP in playoffs (20 IP)


In which of the following scenarios is it smarter to run a contact play with a runner on third (i.e., the runner breaks for home as soon as the ball hits the bat)?
With 0 outs
With 1 out


Of the following hitting stats, which is most robust (i.e., value-driven, all-encompassing)?
wOBA
wRC+
OPS
TB
OBP


Given no other information, which of the following hitters would you most want to have on your team?
Hitter A: .240/.280/.550
Hitter B: .260/.420/.410
Hitter C: .320/.350/.480


Given no other information, which of the following players would you pick to start today's game?
Hitter A: .240/.305/.475 this season (414 PAs), 13-18 with 4 HRs against today's starting pitcher
Hitter B: .305/.325/.375 this season (389 PAs), 5-20 with 2 HRs against today's starting pitcher
Hitter C: .225/.420/.440 this season (403 PAs), 1-15 with 7 Ks against today's starting pitcher


Do you think player opt-outs are better for the player, better for the team, or mutually beneficial?
Better for the player
Better for the team
Mutually beneficial


Given no other information, which of the following hitters would you pick to hit with the game on the line in the 9th inning of a must-win game?
Player A: .750 OPS, .350 AVG w/RISP this season (500 PAs)
Player B: .800 OPS, .250 AVG w/RISP this season (500 PAs)


True or False: AVG with RISP is a good measure of offensive talent because good hitters find a way to drive in runs.
True
False

Given no other information, which of the following pitchers would you most want to be on your team next year?
Pitcher A: 60 IP, 90 K, 10 BB, 3.00 ERA, 0 SV, 5 BS
Pitcher B: 60 IP, 60 K, 30 BB, 2.50 ERA, 20 SV, 0 BS
Pitcher C: 60 IP, 90 K, 40 BB, 2.75 ERA, 50 SV, 5 BS
 

ookami7m

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It is striking how many of the "would you rather" questions are blatant appeals to recentcy bias.
 

jon abbey

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Wow, that’s a lot. I’ll say that whatever the set of answers they’re using to make player utilization decisions the last few years are, those should probably be reexamined as to how correct they actually are.

Personally I’d have a set of questions for them, maybe starting with ‘Why would you fully lean into team defense in 2022, ending with the best defensive team in MLB by far and 99 wins, and then inexplicably back off that approach in 2023?’

Who watches the Watchmen? :)
 

Marciano490

Urological Expert
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Nov 4, 2007
62,318
How tough are these questions for people who’d be applying to that job? I don’t know most of the answers, but they all seem doable for some folks here.
 

EvilEmpire

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Apr 9, 2007
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I doubt those questions are difficult at all for anyone the Yankees would consider hiring. I suppose it could be useful as an initial screening tool to reduce the candidate pool a bit.
 

simplicio

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Apr 11, 2012
5,298
Given no other information, which of the following pitchers would you most want to be on your team next year?
Pitcher A: 60 IP, 90 K, 10 BB, 3.00 ERA, 0 SV, 5 BS
Pitcher B: 60 IP, 60 K, 30 BB, 2.50 ERA, 20 SV, 0 BS
Pitcher C: 60 IP, 90 K, 40 BB, 2.75 ERA, 50 SV, 5 BS
Pitcher D: 60 IP, 90 K, 10 BB, 2.00 ERA, 50 SV, 0 BS, has a beard though
 

Sad Sam Jones

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I'm still hung up on the first question... is a .000 ba and 1.000 obp even possible? I don't want to work for an organization that doesn't know the difference between --- and .000.
 

axx

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Jul 16, 2005
8,140
I'm going to guess: B. He didn't get the job after posting an internal form for the entire internet to see.
Reddit post claims it was a year ago. Can't make up my mind whether it's legit or not.
 

John Marzano Olympic Hero

has fancy plans, and pants to match
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Apr 12, 2001
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I'm still hung up on the first question... is a .000 ba and 1.000 obp even possible? I don't want to work for an organization that doesn't know the difference between --- and .000.
He could walk or get HBP or get on by an error or a passed ball or catcher’s interference.

It’s weird question I agree though based on really small samples.
 

kieckeredinthehead

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Jun 26, 2006
8,635
I see a lot of questions that don't actually have a single right answer but were written by somebody who thinks they do. That difference is indicative of a number of ongoing front office failures across the league.

It's also really telling that half of these include the phrase "given no other information," when every single decision a GM or manager will make will have lots of other information that could substantially explain the differences (e.g., expecting a first baseman's offense will revert to the mean instead of realizing he has a concussion).
 

Sad Sam Jones

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He could walk or get HBP or get on by an error or a passed ball or catcher’s interference.

It’s weird question I agree though based on really small samples.
A walk or hbp is a plate appearance, not an at-bat, so batting average remains ---, not .000. A batter doesn't get credit for reaching base on an error or passed ball (or wild pitch) on strike three and would have a .000 obp. I'm not certain about the different cases of interference, but I don't think any if them work out that way.
 

Marciano490

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Disappointed not to see, “how many baseballs could fit in the Yankees team plane?”
 

snowmanny

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The only thing with the recency bias questions is that there probably is a point at which you wonder about mechanics being off, or an injury. But for these purposes I'd answer ignoring recent results.
 

Yelling At Clouds

Post-darwinian
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Jul 19, 2005
3,444
I see a lot of questions that don't actually have a single right answer but were written by somebody who thinks they do. That difference is indicative of a number of ongoing front office failures across the league.

It's also really telling that half of these include the phrase "given no other information," when every single decision a GM or manager will make will have lots of other information that could substantially explain the differences (e.g., expecting a first baseman's offense will revert to the mean instead of realizing he has a concussion).
Right, it obviously defeats the purpose of the exercise, but my answer to a lot of the questions was “it depends”
 

santadevil

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A walk or hbp is a plate appearance, not an at-bat, so batting average remains ---, not .000. A batter doesn't get credit for reaching base on an error or passed ball (or wild pitch) on strike three and would have a .000 obp. I'm not certain about the different cases of interference, but I don't think any if them work out that way.
Just give them a walk and a ROE, I believe it should work out

The way I read most of those questions, is more like essay form. Show us you can answer and how you came up with your conclusions
Making sure people have reasoning behind why they would pick one over the other
 

kieckeredinthehead

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Jun 26, 2006
8,635
Just give them a walk and a ROE, I believe it should work out

The way I read most of those questions, is more like essay form. Show us you can answer and how you came up with your conclusions
Making sure people have reasoning behind why they would pick one over the other
If they reached on an error, their OBP would not be 1.000.

If you click through to the original form, you'll see that the answers were radio buttons with no text boxes. It was used to filter applicants for entry level positions.
 

slamminsammya

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I see a lot of questions that don't actually have a single right answer but were written by somebody who thinks they do. That difference is indicative of a number of ongoing front office failures across the league.

It's also really telling that half of these include the phrase "given no other information," when every single decision a GM or manager will make will have lots of other information that could substantially explain the differences (e.g., expecting a first baseman's offense will revert to the mean instead of realizing he has a concussion).
Its a statistics quiz disguised as a baseball quiz, thinking of it that way these do have "correct" answers.
 

Devizier

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I doubt those questions are difficult at all for anyone the Yankees would consider hiring. I suppose it could be useful as an initial screening tool to reduce the candidate pool a bit.
These questions are practically useless.

I think you're going to get a lot more mileage from looking at how applicants evaluate scouting data.
 

Hank Scorpio

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I have issues with some of these questions...

Team A and Team B both currently have a 2-WAR third basemen and have the option of signing a 5-WAR third baseman to a one-year, $15M contract for next season. Team A is currently projected to win 70 games next season, while Team B is currently projected to win 88 games next season. Given no other information, which team would benefit more from signing the 5-WAR third baseman?
Team A
Team B
Both teams would benefit equally
Depends what they mean by benefit. I think with WAR there's some diminishing returns. If you could put the 9 best hitters of all time on a team with the 5 best pitchers of all time, that team still doesn't win 162 games, even if they "should" on paper. Excess waste on WAR, and some guys are going to get shelled here and there - legendary aces or not. I don't think that a 70 win or 88 win team would benefit more than the other on the field in a seriously tangible way by signing this 3B - but I will say that the addition could push the 88 win team to a division title, but the 70 win team? It might drop them from the #5 draft choice down to #8 or something. So what are they looking for here?


A 23-year-old prospect has a 1.50 ERA in 5 MLB starts this year. Given no other information, which of the following do you think will be closest to his MLB performance as a starter next year?
1.00 ERA
1.50 ERA
2.00 ERA
2.50 ERA
2.75 ERA
3.00 ERA
The hell? I guess 3.00, because pitchers under 3.00 really don't exist much? What a dumb question.

There's too much here to keep going. What weird questions...
 

kieckeredinthehead

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Its a statistics quiz disguised as a baseball quiz, thinking of it that way these do have "correct" answers.
Except, they don't.

Given no other information, which of the following players would you start tomorrow in a must-win game? (Assume each has 500 PAs so far this season)
Player A: .850 OPS, 2 hits in last 35 plate appearances
Player B: .800 OPS, 13 hits in last 35 plate appearances
This, as mentioned upthread, appears to be testing the respondent's recency bias. So, gut reaction, I guess(?) you're supposed to ignore the slump and pick Player A due to the small sample. But if you were to treat this as an intro stats quiz, then you'd run a binomial test for the 2/35 and 13/35 against the "true" batting average of Player A and Player B to test whether the sample is large enough to detect a trend. First problem, we can't do that because we're only given plate appearances and OPS rather than at bats and batting average, so we don't know how many hits we should've expected in those 35 PAs. The units are all wrong.

Nevertheless, under the assumption that each plate appearance is an independent event and the 35 plate appearances didn't include a walk or sacrifice hit, Player A is currently batting significantly worse (p<0.05) than their season average, unless they have a batting average lower than .190. Player B is not batting significantly better (p>0.05) than their season average, unless they have a batting average lower than .226. Second problem - with this approach, it is therefore impossible to know without any other information which batter is currently a better bet to start in a must-win game, because Player A is not as good as they have been over the course of the season, but we don't know if they are currently worse than Player B. Third problem: we could instead use a chi-square or Fisher's exact test to compare only the recent results (ignoring the season totals), i.e. compare 2/35 vs. 13/35, but those aren't significantly different either.

Or you could take a Bayesian approach. You can't use an informative prior because, again, we don't know what either player's season batting average is. But within any range of reasonable batting averages for the two players, the 95% credibility intervals overlap for their current batting averages. Player B is probably the better hitter right now, but there's not enough information to say.

Fourth problem: a good statistician would recognize that each plate appearance is not an independent event, because a batter typically has 3-5 plate appearances per game, in the same ballpark, with the same weather, against the same defense, often against the same pitcher. There's obviously not enough information given to know how many different games these plate appearances required, and therefore impossible to compare the two player's current batting skill.

Like Hank Scorpio, I don't want to keep going. Even if this were an intro stats quiz, it would be a shitty one, written by somebody who thinks they know a lot more about statistics than they actually do. I'm leaning toward this being a fake. At least, for the sake of the Yankees, I hope it is.
 

voidfunkt

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I see a lot of questions that don't actually have a single right answer but were written by somebody who thinks they do. That difference is indicative of a number of ongoing front office failures across the league.

It's also really telling that half of these include the phrase "given no other information," when every single decision a GM or manager will make will have lots of other information that could substantially explain the differences (e.g., expecting a first baseman's offense will revert to the mean instead of realizing he has a concussion).
These are questions for an entry-level baseball ops minion. I'm guessing there's a mix of

1. The answer to this question actually doesn't matter it's just there to overwhelm and hide the questions they do care about.
2. The answer to this question actually does matter.
3. The answer to this question might get used in a second round of interviews to probe a candidates understanding of things or thought process.

I'm sure the Yankees hiring pool is massive and they need to weed out a lot of math/stats majors coming out of NY colleges every year.
 

slamminsammya

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Except, they don't.



This, as mentioned upthread, appears to be testing the respondent's recency bias. So, gut reaction, I guess(?) you're supposed to ignore the slump and pick Player A due to the small sample. But if you were to treat this as an intro stats quiz, then you'd run a binomial test for the 2/35 and 13/35 against the "true" batting average of Player A and Player B to test whether the sample is large enough to detect a trend. First problem, we can't do that because we're only given plate appearances and OPS rather than at bats and batting average, so we don't know how many hits we should've expected in those 35 PAs. The units are all wrong.

Nevertheless, under the assumption that each plate appearance is an independent event and the 35 plate appearances didn't include a walk or sacrifice hit, Player A is currently batting significantly worse (p<0.05) than their season average, unless they have a batting average lower than .190. Player B is not batting significantly better (p>0.05) than their season average, unless they have a batting average lower than .226. Second problem - with this approach, it is therefore impossible to know without any other information which batter is currently a better bet to start in a must-win game, because Player A is not as good as they have been over the course of the season, but we don't know if they are currently worse than Player B. Third problem: we could instead use a chi-square or Fisher's exact test to compare only the recent results (ignoring the season totals), i.e. compare 2/35 vs. 13/35, but those aren't significantly different either.

Or you could take a Bayesian approach. You can't use an informative prior because, again, we don't know what either player's season batting average is. But within any range of reasonable batting averages for the two players, the 95% credibility intervals overlap for their current batting averages. Player B is probably the better hitter right now, but there's not enough information to say.

Fourth problem: a good statistician would recognize that each plate appearance is not an independent event, because a batter typically has 3-5 plate appearances per game, in the same ballpark, with the same weather, against the same defense, often against the same pitcher. There's obviously not enough information given to know how many different games these plate appearances required, and therefore impossible to compare the two player's current batting skill.

Like Hank Scorpio, I don't want to keep going. Even if this were an intro stats quiz, it would be a shitty one, written by somebody who thinks they know a lot more about statistics than they actually do. I'm leaning toward this being a fake. At least, for the sake of the Yankees, I hope it is.
This gave me a chuckle. Its like those problems where they give 4 numbers in sequence and you have to guess the fifth. In one sense there is a right answer. In a more correct and pedantic sense, its a ridiculous question because any finite sequence of numbers could be generated by infinitely many functions. But then in another, truthier sense, it really does have a correct answer.
 

kieckeredinthehead

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This gave me a chuckle. Its like those problems where they give 4 numbers in sequence and you have to guess the fifth. In one sense there is a right answer. In a more correct and pedantic sense, its a ridiculous question because any finite sequence of numbers could be generated by infinitely many functions. But then in another, truthier sense, it really does have a correct answer.
It’s not like that. It’s like hiring an entry level position at Goldman Sachs with questions like “Given no other information, would you rather have $1,800 or an ounce of gold?”
 

slamminsammya

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It’s not like that. It’s like hiring an entry level position at Goldman Sachs with questions like “Given no other information, would you rather have $1,800 or an ounce of gold?”
oh my bad.

I think in a large majority or cases (like, the empirically observed comparisons like this from history) you'd be pretty safe taking the 850 guy.
 

cannonball 1729

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Which of the following pitchers would you prefer to have on your team?
Pitcher A: Pitches 4.2 IP and gives up 0 runs every time
Pitcher B Pitches 6.0 IP and gives up 2 runs every time
I'm still trying to figure out what's going on with pitcher A here. If he's thrown 4.2 IP and given up 0 runs every time....why has the manager never let him go five innings? Is the manager actively trying to deny him any wins? Or is the manager pulling him after he loads up the bases with two out in the fifth....in which case the pitcher's line is more a statement about the bullpen handles inherited runners than it is about the pitcher? Or is the pitcher on a strict innings limit...which would make me worry about his health going forward? Or are we just prescient about this player....in which case why aren't we prescient about other players, and why don't we just go use that to construct the best team imaginable instead of piddling around with these faux Sophie's choices about innings limits?

On the other hand, if I had ten Pitcher A's, it would be mathematically impossible for me to lose a game unless that game went into extras. So...that seems important, too.
 

kieckeredinthehead

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oh my bad.

I think in a large majority or cases (like, the empirically observed comparisons like this from history) you'd be pretty safe taking the 850 guy.
Somebody should come up with a simple test to figure out how likely that is without having to sift through a hundred years of play-by-play data.
 

Murderer's Crow

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I'm still trying to figure out what's going on with pitcher A here. If he's thrown 4.2 IP and given up 0 runs every time....why has the manager never let him go five innings? Is the manager actively trying to deny him any wins? Or is the manager pulling him after he loads up the bases with two out in the fifth....in which case the pitcher's line is more a statement about the bullpen handles inherited runners than it is about the pitcher? Or is the pitcher on a strict innings limit...which would make me worry about his health going forward? Or are we just prescient about this player....in which case why aren't we prescient about other players, and why don't we just go use that to construct the best team imaginable instead of piddling around with these faux Sophie's choices about innings limits?

On the other hand, if I had ten Pitcher A's, it would be mathematically impossible for me to lose a game unless that game went into extras. So...that seems important, too.
Either way, the answer is A, right? Because the odds that whoever pitches from 4.2-6 (Pitcher A + Pitcher C) allowing 2 runs every time means that player has to have a 15 ERA....which, this seems obviously unlikely, right?
 

Max Power

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Either way, the answer is A, right? Because the odds that whoever pitches from 4.2-6 (Pitcher A + Pitcher C) allowing 2 runs every time means that player has to have a 15 ERA....which, this seems obviously unlikely, right?
Except over the course of a season, you need to find 45 extra innings covered by the rest of the staff on that pitcher's day. Having watched the Red Sox for the last two months, the cascading effects of starters not going deep became very clear.
 

Murderer's Crow

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Except over the course of a season, you need to find 45 extra innings covered by the rest of the staff on that pitcher's day. Having watched the Red Sox for the last two months, the cascading effects of starters not going deep became very clear.
You'd have to convince me that those 45 extra inning will result in 60 earned runs across the staff, otherwise I still stick with A. Even if we say that pitcher c has to come into the game every time in a high leverage situation needing an out, the likelihood of allowing 2 runs across those 4 outs each time out is still low.
 

cannonball 1729

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Either way, the answer is A, right? Because the odds that whoever pitches from 4.2-6 (Pitcher A + Pitcher C) allowing 2 runs every time means that player has to have a 15 ERA....which, this seems obviously unlikely, right?
Maybe. But if the pitcher is leaving two or three runners on base every time he's relieved in the fifth, it just takes one hit by the fifth-inning reliever to undo a lot of that advantage. And if the pitcher is on a strict pitch count because of injury history, that seems like a potential problem, too.
 

InstaFace

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Sep 27, 2016
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Like Hank Scorpio, I don't want to keep going. Even if this were an intro stats quiz, it would be a shitty one, written by somebody who thinks they know a lot more about statistics than they actually do. I'm leaning toward this being a fake. At least, for the sake of the Yankees, I hope it is.
Your last sentence doesn't follow from the rest of the paragraph. I hope it's not a fake. Honestly, given Brian Cashman's last decade or so, I hope he wrote the damn thing himself, and then poured himself a drink while telling himself how smart he is!