Sunday, May 17, 2009

Stats Say A-Rod Wasn't Tipping

Dan Rosenheck of the New York Times took a look at the allegations in Selena Roberts' new book that Alex Rodriguez would tip pitches to opposing middle infielders in blowouts in hopes that they would return the favor. He Rosenheck believe the most important question regarding these allegations is if he did tip pitches, what was the effect. He asks, "Were Rodriguez’s gaudy Texas stats actually inflated by suspicious offensive outbursts at the tail ends of blowouts? And did rival second basemen and shortstops show a similar pattern?"

To provide an answer, one must first define which game situations the tipping was likely to take place in, versus those in which no foul play would be suspected. Roberts does not specify how far out of reach a game had to be before Rodriguez would have broken out his signals. But if such a pattern did exist, it should be fairly easy to detect using a statistical tool called Leverage Index. Developed by Tom Tango, the author of “The Book: Playing the Percentages in Baseball,” Leverage Index is a quantitative measure of how important any particular moment in a game is to the outcome. A hit when the L.I. is 1 (the first batter of the game) has one-third the impact of the same hit when the L.I. is 3 (for example, bases loaded and none out in the top of the fifth, with the home team leading by two), and three times the significance of that hit when the L.I. is 0.33 (bases empty and two outs in the bottom of the sixth with the visitors leading by four).

If a tipping conspiracy were in place, one would expect that Rodriguez and rival middle infielders in games he played to have hit better in low-leverage situations than in high-leverage ones. Using a fairly loose definition of high leverage as a L.I. above 1.5 and low leverage as below 0.7, the data provide a resounding answer: either no tipping was going on or it was pathetically ineffective.

Contrary to his reputation as a choker, Rodriguez was actually at his best when the game was on the line as a Ranger. According to data compiled by Sean Forman of Baseball-Reference.com, his combined on-base and slugging percentages (O.P.S.) from 2001 to 2003 was 1.076 in high-leverage situations, compared with 1.017 for medium leverage and .982 in low leverage. Opposing second basemen and shortstops showed the same pattern. They registered an .899 O.P.S. when leverage was high, .825 when it was middling, and .817 when it was low. Unless Rodriguez’s behavior was even more nefarious — tipping only when it mattered most — the numbers give no reason to believe he was involved.

Using a more stringent definition of blowouts yields the same result. In plate appearances in which the teams were separated by seven runs or more, Rodriguez mustered just a .851 O.P.S., compared with 1.021 when the margin was six or fewer runs. His middle infield counterparts compiled a .744 mark in the laughers and .840 the rest of the time.
Based on these stats I would say that he wasn't tipping pitches. Even if he was it clearly wasn't helping anyone, and I don't think he'd put that much effort in tipping if it wasn't helping him.

I think Selena Roberts looks a little pretty foolish right now. Not only does it make here look like a liar, but makes her look like she couldn't care less about lying. She could have checked these stats and making sure there was some real evidence behind these allegations. Apparently that wasn't one of her top priorities.

What do you think, are these stats enough in your mind to clear A-Rod of these allegations, or do you just still think he could have been tipping?

12 Comments:

Subway Squawkers said...

The whole thing really ticks me off. These were very serious allegations, and Roberts got away with making them with no on-the-record sourcing, and no stats. Her "evidence", such as it was, was laughable.

Bloggers figured out this story was bogus two weeks ago. What took the MSM so long?

Anonymous said...

They're all tools.

Anonymous said...

Selena got played by alex cause he didn't sign a autograph for her. since that day she's been trying to get revenge

Brad said...

Not only this but why would A-Rod work with opposing players to improve his personal stats AFTER he signed the richest deal in MLB history? Whether he hit.350 or .175 his salary was set for the next 10 years. And why would opposing players help A-Rod pad his stats?

Greg Cohen said...

Those are fair questions, Brad. But you know how A-Rod is, he's driven by his own stats.

Anonymous said...

greg u need to stop with the arod shit, sick of seeing ppl like u and peteabe ripping on arod and continually talk about selena's garbage of a book.

Greg Cohen said...

Uhhh, Anon, this post is in defense of A-Rod.

Danny said...

The conclusive proof is that A-Rod had no extended hospital stay after any alleged "accidents" or a mysterious mugging in the players parking area and never showed up with mysterious black eyes. We all know club house culture and if there was ever any indication he tipped a pitch, the doors to that club house would have been locked and he would've gotten a beating.

crossfire said...

I always thought this story sounded like bullshit.

Roberts has proven that she isn't going to worry about those pesky little facts.

All she cares about is a sensationalized story that can grab the headlines.

Journalism as we once knew it is long gone. Sadly editors no longer care about the truth if the fiction sells.

Roberts is an embarrassment.

rpb said...

Crossfire-Greg

So true! Why let facts get in the way of a good story!

The point is to find someone, anyone with a story and print it. The facts don't matter, the reason why someone would tell such a story don't matter.

Ever wonder why Jeter is always voted as over rated by other players? Simple jelousy. Same goes for AROD. Some players will tell a reporter anything. Who is going to know? Protected source, they can say anything. There is probably more unchecked stories within this book, but hey, they make headlines, so they must be true!

Anonymous said...

Who gives a sh*t. PLAY BALL!!!

redaol2003 said...
This comment has been removed by the author.