Monday, May 28, 2018

Odd Split: Trout Hits Better Against Righties Than Lefties (Part 2)

Part 1 was yesterday. Trout had an OPS of .999 vs. RHP thru Sat. while it was .941 vs. LHP. Since 2012, all right handed batters combined had .707 & .749. That gives Trout a swing of .100.

For this post, I called up all the right handed batters that had 3000+ PAs since 2012 (thru Sun.). I looked at two things: What % of their PAs were against LHP and their OPS differential (vs. LHP minus vs. RHP).

Trout has faced LHP 24.496% of his PAs, the 15th lowest of the 54 guys in the study.   Another odd thing is that none of them reached the MLB average of 33.78%. Guys who reached 3000+ PAs are probably pretty good hitters overall and maybe they are just not given much of a chance to face LHP, something I wondered about yesterday with Trout. In this group, Austin Jackson had the highest % vs. LHP at 32.9%.

Now the OPS differential. Here are the ten lowest (or most negative). Trout has the biggest negative differential of the group by far. In fact, only 12 of the 54 had a negative OPSDIFF. 14 had a positive differential of .100 or more, with Giancarlo Stanton the biggest at .214 (1.090 - .872).

Player
OPS v. LHP
OPS v. RHP
OPSDiff
Mike Trout
0.950
1.008
-0.058
Brandon Phillips
0.700
0.730
-0.030
Adam Jones
0.767
0.797
-0.030
Albert Pujols
0.752
0.779
-0.027
Jose Bautista
0.822
0.844
-0.022
Carlos Gomez
0.758
0.778
-0.020
Manny Machado
0.806
0.821
-0.015
Edwin Encarnacion
0.888
0.901
-0.013
Jean Segura
0.722
0.735
-0.013
Jonathan Lucroy
0.792
0.797
-0.005

Sunday, May 27, 2018

Odd Split: Trout Hits Better Against Righties Than Lefties

Using data from Baseball Reference and its Play Index, here are Trout's career splits since and for all of MLB since 2012 (he only had 135 PAs in 2011 so I left that out of the MLB totals):


Trout
BA
OBP
SLG
OPS
vs RHP
0.311
0.413
0.586
0.999
vs LHP
0.293
0.412
0.529
0.941





MLB
BA
OBP
SLG
OPS
vs RHP as RHB
0.250
0.308
0.399
0.707
vs LHP as RHB
0.260
0.327
0.422
0.749
 

His OPS is .058 lower against lefties while for all right handed batters in MLB it is .042 higher against lefites. That is a .100 swing.

Right handed batters in MLB faced lefties 33.78% of the time while Trout faced lefties only 24.98%. So maybe opposing teams don't want him facing lefties very much and they only leave in lefties in to face him if they are very good. Maybe Trout never gets to face low quality lefties.

He has batted .274 against all the lefties he has 15+ ABs against (a total of 419 ABs, about 47% of all ABs vs. lefties). His SLG is .480 against this group.

He has a .313 AVG against all the righties he has 15+ ABs against (a total of 1,114 ABs, about 41% of all ABs vs. righties). His SLG is .616 against this group.

So maybe the only lefties he faces are good lefties. But it is still not clear.

Click here to see his batter vs. pitcher stats at Baseball Reference.

Friday, May 25, 2018

Altuve's power (and speed) outage

After 51 games he has just 2 HRs. He had 24 in 153 games last year and 24 in 161 games in 2016.

His isolated power is just .097. Last year it was .201 and in 2016 it was .193.

He has only 4 SBs while he has had at least 30 for 6 straight years. His OBP at .357 is below each of the last 2 years (.396 and .410). But, his 1Bs, BBs and HBPs as a % of PAs has not fallen that much. It is .289 this year while it was .296 and .308 the last two years. Also, it is .280 for his career, so he is still doing better on that than for his whole career. So he is on first base quite a bit, at least not anything out of the ordinary for him.

And we are not talking about a slight decrease in steals. If he plays 153 games this year like he did last year, he will only end up with 12 at his current rate. He had 32 last year.

So why is power and speed down so much? In fact, he led the AL in Bill James' Power Speed number while being 2nd in 2015 and 3rd in 2016. His # this year is just 2.67 while it was over 25 each of the last 2 years.

If  we triple 2.67, we get 8 for a full season (of 153 games, in comparison with last year). Baseball Reference shows the league average for 600 PAs. The league average is 11 and last year it was 12. So at the pace he is going, he will end up below average.

Also, he has played in every game. He has started 49 of the 51 games the Astros have played this year with 433 innings at 2B, which is about 8.8 per start. And his defensive WAR is 0.5. If we tripled that, we would get 1.5 and his highest for a full season has been 0.8. So if he is hurt, it is not keeping him out of the lineup and it is not preventing him from playing good defense.

Saturday, May 19, 2018

Jim Thorpe's Minor League Stats

Click here to see his major league stats at Baseball Reference.

His major league career batting average was just .252 in only 751 PAs. That might not seem that impressive but his career OPS+ of 99 is just below the average of 100.

To simply hold your own as a big leaguer back then was impressive, given that there were not many options for professional athletes. But after his last season in the majors he played some minor league ball and did very well.

Click here to see his minor league stats.

In 1920 he played a 128 games for Akron of the International League (at the AA level, the highest level at that time). His AVG was .360 and his SLG was .563. He was 33 years old.

For players with 400+ ABs, he was 4th in AVG and SLG. He was 5th in total bases. On the IL leaders page, names of players who appear in bold are guys who played in major league baseball at some time. Most of them are in bold. So the competition was pretty good.

Click here to go to the 1920 IL batting leaders page.

In 1921, when he was 34, Thorpe played for Toledo of the American Association (also AA level). In 133 games he batted  .358 with an SLG of .535.  For players with 400+ ABs, he was 6th in AVG and 9th in SLG. Most of the guys in this league played time in the majors as well.

Click here to go to the 1921 AA batting leaders page.

So although he was just an average hitter for a short time in the major leagues, Thorpe did very well when he got quite a bit of regular playing time at some high levels of competition.

Monday, May 14, 2018

Ohtani's impressive start (high ranks in both hitting and pitching)

Using the Baseball Reference Play Index:

He is 4th in the AL in OPS+ for guys with 50+ PAs.

He is 28th in ERA+ for guys with 25+ IP

He is 14th in FIP ERA for guys with 25+ IP

Click here to see the OPS+ rankings

Click here to see the pitching rankings

Friday, April 27, 2018

Shortstops with at least 120 OPS+ thru age 22

Minimum 1000 PAs. Had to have played at least 50% of games at SS. Data from the Baseball Reference Play Index

Rogers Hornsby    150
Carlos Correa    138
Arky Vaughan    137
Alex Rodriguez    132
Vern Stephens    127
Cal Ripken    126
Jim Fregosi    122

By the way, Hornsby was 2nd in the NL in defensive WAR in both 1917 and 1918 while being almost always a SS (he also played 3 games in the OF in 1918).

Sunday, April 22, 2018

Did a cold and related eye twitch prevent Joe DiMaggio from batting .400 in 1939?

See DiMaggio’s Mysterious Plunge by John B. Holway.

DiMaggio's average was .409 through Sept. 9th but he hit only .233 in his last 73 ABs to finish at .381. One report said he had a virus that had sidelined pitcher Red Ruffing and "Years later Joe would say the cold he had developed on the 9th had caused a painful eye twitch."

But manager Joe McCarthy would not give him a couple of games off to recuperate.
"Can we believe that McCarthy didn’t know that his greatest star — the brightest star in America — was in agony? If he did know, did he really make DiMag stay in the game and suffer? Why???!!! McCarthy was an alcoholic, who kept a brown bag with him on the end of the bench, where he sat alone while the coaches apparently ran the team. He was sometimes referred to as a “push button manager,” the closest anyone came to whispering the problem. Eleven years later he would be found literally in the gutter and was swiftly and quietly whisked home to Buffalo and oblivion. No one then, or now, uttered the word “alcoholism.”"
If the coaches ran the team, it seems like they could have taken DiMaggio out of the lineup or after just one AB to get him some rest.

DiMaggio finished with 462 ABs. That means he needed 185 hits to reach .400. He was 17 for his last 73, and finished with a total of 176 hits. So he was 9 hits short of .400. If he had gone 26 for his last 73, he would have made it. That is still a .356 average and even a guy at .400 has no guarantee of reaching that level for a short spurt.

Using the binomial distribution function in Excel, I get that there is a 15% chance of DiMaggio getting 25 or fewer hits in his last 73 ABs (assuming he was truly a .409 hitter).

But was he truly a .409 hitter that year? Or could have been expected to be in Sept? Players usually hit worse in Sept., perhaps due to colder weather. The Yankees as a team batted .270 in Sept. while it was .287 for the whole season (it was .290 thru Aug.). Using the Baseball Reference Play Index, it looks like the Yankee regulars were still used as much as usual in Sept. Maybe with a big lead, they did not quite have their usual incentive. They never lead by less that 11.5 games the whole month. Anyway, if we reduce DiMaggio by 20 points then we expect only a .389 average from Sept. 10th on.

DiMaggio himself batted .319 in Sept/Oct games in his career while it was .325 overall (.326 thru Aug. for his career). So we had to expect some drop off.  Also, in his last 19 games, only 2 were on the road and Yankee stadium was not a good place for righties like DiMaggio (it was 467 feet to left center). In his career, he batted .315 at home and .334 on the road. So maybe we reduce him .008 for this. He is down to .381

DiMaggio also had 78 of his 109 ABs in Sept. against righties. That is 71.6%. It was 66.7% for the whole season. Maybe that is 5 ABs more than usual against righties. In his career, DiMaggio batted .342 vs. lefties and .316 vs. righties. This would be a slight effect. Maybe .001. So he is down to .380

That would get him a .400 AVG for the season (and he finishes at .403 or .404). But what are the odds he can still reach .356 if we assume he was a true .380 hitter?). Using the binomial distribution again, I get a 30% chance that he gets 25 or fewer hits in his last 73 ABs if he is a true .380 hitter. That is a high enough chance that we can't assume it was just his illness, eye twitch and lack of rest due to a bad manager that cost him his .400 season.

Now I might have penalized him too much for a lower Sept. average by the Yankees as a whole. If I cut that penalty in half and we make him a true .390 hitter, there is still a 24% chance he does not get the 26 hits he needed in those last 19 games to finish at .400.