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Around SBN: 2012 Africa Cup Of Nations Final

Defending JuanEnc

First off, I'm so happy to see everyone getting in on the Fangraphs fun.  That site deserves all the publicity in the world, and when people discover it, we get the kind of useful, stimulating discussion that's been going on this week.

So, coming late to the party as usual...I think I might have found a small piece of evidence to throw out in favor of Juan Encarnacion.  Up until now, all signs have pointed to this being a bad signing.  If what follows here makes sense, it might nudge things in a more positive light.  I've got an Excel worksheet on this, and would be happy to share if anyone wants to see all the numbers (no).  Here, in any case, is the white meat:

Okay, from the Hardball Times article that lboros referenced yesterday, we find that about 28% of groundballs turn into hits, 21% of flyballs turn into hits, and 74% of line drives turn into hits.  If we're just talking about balls in play, though, we need to tweak the flyball figure, because a decent chunk of flyballs turn into home runs.  Still using the numbers from that article, we now find that 11% of in-play flyballs turn into hits.

Now, on Fangraphs, we can find JuanEnc's totals for each type of batted ball from 2002-2005: his GB, FB, and LD totals.  Again, we need to adjust for home runs, so subtracting those from his FB totals, we now have totals for GB, FBIP (flyballs in play), and LD.  So, multiplying those totals by the percentages we got from the Hardball Times, we can figure Juan's "expected" hits for each batted-ball type:  xGBH, xFBH, and xLDH.  Totaling those up gives us his expected hits, excluding home runs (xHits).  Using that, we can figure his "xBABIP" and check that against his actual BABIP.  Here's what I've got for those things:

Year    xHits  xBABIP  BABIP  Diff.
2002    148    .331    .300    -.031
2003    164    .328    .286    -.042
2004    111    .290    .257    -.034
2005    127    .329    .334     .005

So, how to interpret these data?  Here's one, rather optimistic way:  throwing out 2004, Juan's xBABIP seems to be holding steady at around .330.  His actual BABIP in 2002 and 2003 were 30 and 40 points below that.  However, in 2005 he essentially met his expected BABIP.  So, on this optimistic interpretation, perhaps he was unlucky in 2002 and 2003 and finally evened out in 2005.

By way of comparision, Albert Pujols' differences between BABIP and xBABIP from the same period are -.028, .007, -.008, -.008.  2002 was his "worst" year, 2003 was a monster, and 2004 and 2005 are roughly where his "typical" level seems to be.  For 3 of the last 4 years, his actual BABIP has been within plus-or-minus 10 points of his xBABIP.  If we take his xBABIP to represent his "real" skill level, then Albert's performance usually matches his skill level pretty closely.

If we take the optimistic interpretation of Juan's stats, then Juan's "real" skill level is a .330 BABIP hitter.  On that interpreation, 2002 and 2003 were hard-luck years.  In 2005, his luck evened out, and his BABIP better reflected his actual ability.  It seems fair to guess that if Juan's luck again breaks even in 2006, his actual BABIP will be within plus-or-minus 10 points of his xBABIP.  Assuming that JuanEnc's xBABIP stays right around .330, that would give him an actual BABIP somewhere in the .320 to .340 range--good, but not unrealistic.

Naturally, since these data (on this interpretation) suggest that Juan's high BABIP in 2005 was not lucky, but simply a fair reflection of the number of hits his batted-ball numbers should produce, they also suggest that Juan's 2006 ought to be more like 2005 than 2002-2003.  I honestly didn't expect to find these results, so there's been no deliberate number-twisting on my part; I'm sure I've made mistakes, but they were honest ones.  If this stuff is on target, though, it makes me feel better about Juan Enc. being our regular RF.  

Questions I Still Have:  
Does this make any sense at all?  
Even if it does, is it in any way useful to the "luck vs. new performance level" debate?  
How optimistic is my interpretation?  How realistic is it?
How reliable are those numbers from THT?  They are taken from a portion of the 2004 season; how useful is that sample?  
Also, we don't know about what Juan's actual batted ball results are (except for HR/FB%, really).  He topped his expected hits in 2005--but were those "extra" hits line drives or seeing-eye dribblers?  There aren't data telling us how many, e.g., groundball hits he got each year, although one would assume that Baseball Info Solutions knows has them.  
How much do park factors influence the difference between xBABIP and actual BABIP?  Juan played in a fairly extreme pitcher's park for most of 2002-2005; Albert played in a slight pitcher's park.
Does Albert's BABIP usually come close to his xBABIP because he's good and consistent, or is that typical for all levels of hitters?

I'd love to hear any feedback, good or bad.  Unless we've all moved on to bleating about McGwire.

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Great stuff, Hb
Okay, here's Enc's 2005 numbers(obp, slg, ops), when his BABIP was at a normal level: 349/447/795.
He appeared in 141 games and also hit 16 HRs for '05.

FWIW, The Bill James Handbook projects Enc's numbers for 2006 this way (keep in mind this is park-adjusted for Dolphins' Stadium): 323/430/752.  140 games and 16 Hrs.

I think it's safe to assume that the New Busch will be friendlier to hitters than Dolphins' Stadium.  Might Enc's OBP/SLG/OPS and HR total in 2006 be better than 2005, then?  Quite possibly, especially if he has at least a "luck-neutral" year.  Also, Enc turns 29 this year, just about the age conventionally thought of as the prime years for hitters.  (Personally, my biggest worry with Enc is his questionable durability.)

So, maybe he'll exceed our expectations a bit.  (Here's hoping!)        

matty fred is a web log.

by matty fred on Jan 21, 2006 7:44 PM EST reply actions  

Thanks, matty fred
and thanks for the Bill James numbers; I haven't gotten ahold of that yet.  ZiPS projects Juan for a .284/.342/.450 line (AVG/OBP/SLG), so that makes for an OPS 40 points higher than Mr. James' projection, and closer to his 2005 numbers.  I think you're right that the move to Busch should somewhat help his numbers.  All things considered, I think he'll be closer to the ZiPS projection than the Bill James one.  Hope so, anyway.  As Joe Sheehan wrote at BP, our new guys don't have to be great--just average.  Anything very far above that is gravy.

by Hummingbird on Jan 21, 2006 9:57 PM EST up reply actions  

that's a good approach hbird
i do think you have to tweak the numbers slightly, for this reason: the hardball times article reports the rate at which each type of batted ball is turned into an out ---- but not all of the non-outs are basehits. some of them are errors. the pct is roughly .015 on all BIP, but the error rates are higher for grounders and line drives vs flyballs. i don't know where you can get the error rates broken down by BIP type, but en'cion is close enough to league avg in his pcts that it doesn't really matter --- just reduce his xBABIPs by .015 for each year and you're pretty close.

the adjustment doesn't invalidate the point you're trying to make, just slides the scale --- leaves him at between -.016 and -.027 from 2002 thru 2004, and +.020 for 2005.

by lboros on Jan 21, 2006 10:55 PM EST reply actions  

HOLD THE PHONE
Thanks for the advice, LB...now I'm tweaking and shrieking.  Things aren't as sunny as I thought regarding Mr. Encarnacion.  In the 2006 Hardball Times Annual (everyone go buy it immediately), they actually give the error rates by batted-ball type, along with the data for all the other possible outcomes from batted balls, 2002-2005.  These data are GREAT; exactly what we need.

So now I can plug much more reliable numbers into my spreadsheet to find what the likelihood is of a GB, outfield FB, infield FB, or LD turning into a hit.  The new percentages (adjusted for errors, etc.) for those things, respectively, are 22.7%, 11.1%,0.3%, and 71.3%.  Not too far off from the original figures, but it makes a difference.

Here comes the upsetting part:  plugging these new figures in, Juan's xBABIP from 2002-2005 now looks like
.296
.292
.255
.294

Which gives us a (BABIP - xBABIP) difference of
 .004
-.006
 .002
 .041

Crap.  Now it looks like Juan pretty much met his expected BABIP in 2002 & 2003, then in 2005 had a run of good batting luck.  The effect of moving from The Dolphin to Nu-Busch should still goose his numbers a bit, but these new, more accurate calculations unmistakably indicate that Juan's high AVG in 2005 was more fluky than fair.  

Again, thanks for the feedback; I wouldn't have gone back to find this stuff otherwise, and I'd still have my head snugly entrenched in my own anal cavity, harboring ill-founded hopes for Juan's 2006.  Sorry, all.  I'd rather get it right than spread false hope, but I wish I could be right and optimistic on this one.  Of course, Juan could still surprise us, but it seems less likely than it did yesterday.  Nuts.

by Hummingbird on Jan 22, 2006 12:12 PM EST up reply actions  

oh crap
i was actually taking some mild encouragement from your previous report; thought it sounded like the type of information jock & co might have looked at that ev'ybody else overlooked.

i'm resigned to a .270/.325/.440 line from encarnacion, but that won't be the end of the world. the worst thing about encarnacion is the price they paid for him, and since we're now past the roster-building period i can leave that off to one side and just focus on the guy's play. he won't be great, but he's got very little downside risk. he's like a layup from 230 yards away; eliminates the chance for either an eagle or a double bogey, and minimizes the odds of a birdie or a bogey. just a plain ol' par.

by lboros on Jan 22, 2006 12:54 PM EST up reply actions  

nickname ideas
Juan "Layup" Encarnacion
Juan "Plain Ol' Par" Encarnacion
Juan "Very Little Downside Risk" Encarnacion

by Hummingbird on Jan 22, 2006 12:59 PM EST up reply actions  

I like "plain ol' par."
Too bad we're paying him for birdies ...
matty fred is a web log.

by matty fred on Jan 22, 2006 4:04 PM EST up reply actions  

Parnacion
I'll grant you Parnacion, that's actually more encouraging than your previous posts for juan.

but it begs the question; is the other corner going to be bogbie or birdbie?

Fan for Life. Go Cards.

by Birds on the Bat on Jan 26, 2006 10:15 PM EST up reply actions  

Juan "In Card Nation" ?
I like it though it needs some work.  Maybe ICN for short?

by acr on Jan 27, 2006 2:45 AM EST up reply actions  

Spooky....
Witchy... I hope it means something :-) BTW, I dig "ICN"

by rockin redbird on Jan 29, 2006 3:57 AM EST up reply actions  

I've always liked...
Juan "Commit the Crime and you get" Encarcion.

Werid thing happened this weekend.  I was snowed in and sick so I broke out the X-Box and the baseball game.  I tend to like the manage function better, taking a team and simulating the season to see what happens.  I did a fantasy draft and the Cardinals team contained, Encarncion, Bigbie, Byrnes and Felix Rod.  

Weird, or so I thought.  

by Brock20 on Jan 23, 2006 2:43 PM EST up reply actions  

so how did that team fare
per x box? how did bigbie / parnacion do?

by lboros on Jan 23, 2006 3:35 PM EST up reply actions  

In a word...
poor.  Byrnes was hitting .215 when I visited them late in September.  Juan was hitting .250 or so.  They were in last place.  

My Brewers won 103 games.

by Brock20 on Jan 23, 2006 9:18 PM EST up reply actions  

Split Graphs Lefty/Righty BABIP
Just when I thought I was getting the hang of this stuff, and had taken a tour of the '06 Cards plus a few reference players, I got to the Lefty/Righty Splits BABIP.  Don't even bother to site annualized incremental changes until you've been through this.  We all know that players differ in how well they hit one or the other, but these graphs really help to appreciate the evolution of a season, and the most recent years.

Looking at this stuff quickly reminds you this is not an easy game.  Take a look at Edmonds and you relive his streaks.  Then try the model of efficiency among singles hitters in Ichiro, and it doesn't look much smoother.  If you think Spivey gets the job, a look at this and you're sure the plan must be to platoon, but then neither Luna, Miles, nor Cruz present the other half.  A look at Walker here, and suddenly Jenc looks like he has it under control.

So now a renewed appreciation for pitching match-ups arises, and you take on the same tour of the pitchers.  A look at the new pen members Rincon and Looper, and think of pitting these against the hitter charts, and you realize the odds that tlr & dunc are working with are much stronger than we might have thought.  After spending a few hours staring at these charts, I'm more than ready just to watch the game played.

Fan for Life. Go Cards.

by Birds on the Bat on Jan 21, 2006 11:40 PM EST reply actions  

We need a Re-Encarnacion of Juan's 2005 LD%
As per Ron Shandler's 2006 Baseball Forecaster, Juan's LD% increased from 16% to 24% which helped his BA improvement.  Considering the above post that 74% of line drives turn into hits it is easy to see that if he continues to hit line drives instead of trying to cow kill the ball everytime he could sustain his 2005 numbers.  Juan has been known as a pull hitter but maybe he is able to realize the advantage of just trying to put the bat on the ball and get on base?  I suspect that Hal McRae will be able to keep him in line.  

by acr on Jan 22, 2006 6:11 PM EST reply actions  

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