For one thing, it's always hard to prove something doesn't exist.
Secondly, I think assuming "stat geeks" or "statheads" go into data to prove what they already know is not true for me. I have been turned around on some of my belief because the data shows I was wrong (like Nomar being a plus fielder for one).
Another assumption implied by some posters is that statheads never played the game or can't understand the intricacies of psychological or emotional factors involved in the game.
I consider myself a person that uses stats a lot. I've been called a stathead and other names. I believe in God, even though his existence can't be proven.
I'm not going to try and speak for others, but I think I explained my position very clearly in both difficult and simplistic forms, but often these types of debates get bogged down over semantics: What is "Clutch"? What is "proof" What is a "valid sample size"?
Personally, I do not think any baseball player's sample size is large enough to definitively say, so and so "is clutch" or "a choke". There are just not enough moments in a player's career that are truly super important. Maybe, I'm too tight on my definition for clutch, but I've never criticized anyone for having a larger umbrella. That is what I meant, when I said, "There is no clutch"...meaning there is no player that can definitively be called "clutch".
Of course there is "clutch" in terms of an event, such as, "Papi sure had a clutch hit in that game!" In that sense, it exists, but not in the way I see some people use it (and "choke"). I know this position is not shared by many, and I'm sure many posters who deny there is such a thing as clutch view it differently than I.
The other main reason, I do not feel you can label a player "clutch" or "choke" comes down to the "random" argument that in itself is fraught with misinterpretations and differences in semantics. I'm not the one spouting studies on the nonexistence of "clutch", but I have read that when you take the actual results of players in clutch situations chart and compare them to a random generated results chart, they look almost identical. To me, this does not prove mental toughness has no role in being clutch or just being a better hitter overall and in general, but it does show that it is virtually impossible to prove that Papi is clutch because of some added "under pressure" skill he has that others do not. One could argue that he is just that player shown on the random generated chart that exceeded all others. It's just not something that can ever unequivocally be proven.
I admit, saying that this mean "Clutch does not exist" was misleading and open to misinterpretation, but I do believe it is impossible to know with certainty that Papi was clutch. The guy was amazing when not clutch. The guy hit better than just about anyone. It should be expected he'd hit about the same "in the clutch" and he did.... just about the same. The fact that others hit worse and much worse than he did "in the clutch" vs in the "non clutch still does not prove anything beyond a reasonable doubt.
I do agree that not being able to prove something does not mean it does not exist, but in this case, I do believe no baseball player can be definitively called "clutch". So in that sense, it does not exist.
Did Papi do well "in the clutch"? Hell, yeah! Manny, too. Beckett for a while.
You're right though, opposite sides of any argument can dig up some data that supposedly "proves" their position is correct, when we all think opposite positions cannot both be true. I try to avoid that by sticking to the same measures I feel are worthy consistently across the board when evaluating players or arguments.
Take the Bogey defense issue. I clearly have a bias for great SS defense. I know that. I was fooled by Nomar's flash plays in the hole. I looked at his numbers and saw something different. I then began to watch Nomar more closely, and how other SSs handled balls hit at about the same speed and in about the same place and saw that most did not need "flash" to make the play routine. My eyes had been tricked. Plus, seeing Nomar for 162 games a year and others for just 3-18 games a year made it tough to be objective.
I was down on Bogey's D at the start. I doubted he could ever reach average on defense. His 2015 season showed me I was wrong. He looked pretty close to average that year, and I was tickled pink and glad to be wrong. I was hopeful he'd make it to slightly plus in 2016, but he actually looked worse...maybe even worse than 2013-2014. Now, I'm not so sure. But, you know what? I purposely did not look at Bogey's UZR/150 numbers in 2016, until at least half way into the season. My eyes told me he regressed, and when I looked, the data supported my observations. That does not always happen, and I for one, don't go and try to hunt down other stats to show my initial position was right. I don't mind being wrong.