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Complete Game Shutout… PSYCH!
*May 30, 2011*

*Posted by tomflesher in Baseball.*

Tags: Angels, Hank Conger, Jason Vargas, Jered Weaver, Mariners, Orioles, Phillies, pitcher, Reds, Roy Halladay, Travis Wood, Twins, weird lines, Zach Britton

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Tags: Angels, Hank Conger, Jason Vargas, Jered Weaver, Mariners, Orioles, Phillies, pitcher, Reds, Roy Halladay, Travis Wood, Twins, weird lines, Zach Britton

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**Jered Weaver** pitched a brilliant game Saturday night for the Angels against the Twins. He’s had a strange opening to the season, starting with six straight wins and then beginning May with four straight losses followed by a no-decision. Saturday, on four days rest, he pitched nine scoreless innings with 2 hits, 0 runs, 2 walks, 7 strikeouts, no hit batsmen, a Game Score of 88, and a career-high 128 pitches. It’s a good thing he grabbed another win… wait, no he didn’t. The game went into extra innings, the Angels lost, and Weaver walked off the mound with a no decision.

Put another way, if anyone had managed to hit a home run, or if **Hank Conger** had singled instead of popping fly to third in the eighth, Weaver would have a two-hit complete game shutout, and we’d be talking about how he still had it. Instead, he gets a no decision, and the Angels lost the game.

That doesn’t happen a whole lot, but it does happen enough to take notice. For example, on May 12, a 2-1 win for the Orioles over the Mariners was 0-0 into the 12th. So, both the Mariners’ **Jason Vargas** (9 IP, 7 H, 0 R, o ER, 1 BB, 4 K, 76 GSc) and the Orioles’ **Zach Britton** (9 IP, 3 H, 0 R, 0 ER, 0 BB, 5 K, 86 GSc) left with complete game shutouts that weren’t.

Similarly, last year, on July 10, **Roy Halladay** was outpitched by the Reds’ **Travis Wood** in an 11-inning 1-run loss. Wood managed a game score of 93 on one hit, no walks, and 8 strikeouts, whereas Halladay had a paltry 85 on 5 hits, 1 walk and 9 strikeouts. Neither man got the win, which went to Phillies reliever **Jose Contreras**.

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Ask me again… Who’s next to 600 home runs?
*April 10, 2011*

*Posted by tomflesher in Baseball.*

Tags: 600 home runs, Jim Thome, Manny Ramirez, oops, stupid predictions, Twins, unwarranted assumptions

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Tags: 600 home runs, Jim Thome, Manny Ramirez, oops, stupid predictions, Twins, unwarranted assumptions

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In an earlier post, I compared **Manny Ramirez** and **Jim Thome** and came to the conclusion that Thome would be the next player to hit 600 home runs.

Nonetheless, it seems that some of my assumptions were incorrect. The first was the assertion that Manny and Thome were the same age. Mea culpa – Thome is actually almost two full years older. That came from a relative-age comparison I had run a few posts prior and I just misremembered.

The second is that I used a downgraded rate of production for Thome. He had been hitting at a .053 home run per plate appearance clip over the previous season and a half. If, however, I use Thome’s 2010 numbers, he hit – for the same team he’s playing for now, in substantially the same position – 25 home runs in 340 plate appearances for a rate of .0735 home runs per plate appearance, or approximately one home run every 13 1/2 plate appearances.

Finally, I assumed that Thome wouldn’t be used very often. I assumed he’d make about 2.5 plate appearances per game. However, Thome has played in six of the eight games so far this season and made … 16 plate appearances. (Okay, so this wasn’t too bad.)

I’ll make the totally unwarranted assumption that Thome will play in 75% of games and average 2 plate appearances per game. He needs eleven home runs to hit 600. At his average rate, he’ll take (13.6)x(11) = 149.6, or about 150, plate appearances to do this. That’s about 75 games to play in, or about 100 real-time games, if he continues averaging 75% play time and 2 plate appearances per game. That takes us about 62% of the way through the season. The Twins played game #100 on July 26 last year.

I therefore predict that **Jim Thome**, barring injury, will hit his 600th home run in the month of July.

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600 Home Runs: Who’s Second?
*July 25, 2010*

*Posted by tomflesher in Baseball, Economics.*

Tags: 600 home runs, Alex Rodriguez, binomial distribution, Dodgers, home runs, Jim Thome, Manny Ramirez, quick and dirty stats, Twins

1 comment so far

Tags: 600 home runs, Alex Rodriguez, binomial distribution, Dodgers, home runs, Jim Thome, Manny Ramirez, quick and dirty stats, Twins

1 comment so far

**Alex Rodriguez** is, as I’m writing this, sitting at 599 home runs. Almost certainly, he’ll be the next player to hit the 600 home-run milestone, since the next two active players are **Jim Thome** at 575 and **Manny Ramirez** at 554. Today’s Toyota Text Poll (which runs during Yankee games on YES) asked which of those two players would reach #600 sooner.

There are a few levels of abstraction to answering this question. First of all, without looking at the players’ stats, Thome gets the nod at the first order because he’s significantly closer than Driving in 25 home runs is easier than driving in 46, so Thome will probably get there first.

At the second order, we should take a look at the players’ respective rates. Over the past two seasons, Thome has averaged a rate of .053 home runs per plate appearance, while Ramirez has averaged .041 home runs per plate appearance. With fewer home runs to hit and a higher likelihood of hitting one each time he makes it to the plate, Thome stays more likely to hit #600 before Ramirez does… but how much more likely?

Using the binomial distribution, I tested the likelihood that each player would hit his required number of home runs in different numbers of plate appearances to see where that likelihood reached a maximum. For Thome, the probability increases until 471 plate appearances, then starts decreasing, so roughly, I expect Thome to hit his 25th home run within 471 plate appearances. For Manny, that maximum doesn’t occur until 1121 plate appearances. Again, the nod has to go to Thome. He’ll probably reach the milestone in less than half as many plate appearances.

But wait. How many plate appearances is that, anyway? Until recently, Manny played 80-90% of the games in a season. Last year, he played 64%. So far the Dodgers have played 99 games and Manny appeared in 61 of them, but of course he’s disabled this year. Let’s make the generous assumption that Manny will play in 75% of the games in each season starting with this one. Then, let’s look at his average plate appearances per game. For most of his career, he averaged between 4.1 and 4.3 plate appearances per game, but this year he’s down to 3.6. Let’s make the (again, generous) assumption that he’ll get 4 plate appearances in each game from now on. At that rate, to get 1121 plate appearances, he needs to play in 280.25 games, which averages to 1.723 seasons of 162 games or about 2.62 seasons of 75% playing time.

Thome, on the other hand, has consistently played in 80% or more of his team’s games but suffered last year and this year because he hasn’t been serving as an everyday player. He pinch-hit in the National League last year and has, in Minnesota, played in about 69% of the games averaging only 3 plate appearances in each. Let’s give Jim the benefit of the doubt and assume that from here on out he’ll hit in 70% of the games and get 3.5 appearances (fewer games and fewer appearances than Ramirez). He’d need about 120.3 games, which equates to about 3/4 of a 162-game season or about 1.06 seasons with 70% playing time. Even if we downgrade Thome to 2.5 PA per game and 66% playing time, that still gives us an expectation that he’ll hit #600 within the next 1.6 real-time seasons.

Since Thome and Ramirez are the same age, there’s probably no good reason to expect one to retire before the other, and they’ll probably both be hitting as designated hitters in the AL next year. As a result, it’s very fair to expect Thome to A) reach 600 home runs and B) do it before **Manny Ramirez**.