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Strasburg Breaks NERD

If, over the past month or so, you’ve kept your eyes on the prize that is FanGraphs, you might’ve very well come across my humble attempts at devising a point system to preemptively adjudge the appeal of any given pitching matchup to the baseball nerd aesthetic.

To recap briefly, the resulting number — called NERD — is computed by taking the sum of the z-scores (i.e. standard deviations from the mean) for the following categories (weighted to best fit the tastes of the baseball nerd): xFIP, age, fastball velocity, strike percentage (of total pitches thrown), and swinging-strike percentage. To that total is added a pitcher’s “luck” (that is, ERA-xFIP, capped at 2), and a constant (around 4) to have everything come out approximately on a scale of 0-10. Additionally, because it seems a bit ridiculous to compute a toy stat to the decimal level, I’ve rounded the results.

The final thing I’ve done after all that is to round any scores above 10 down to that number (i.e. 10) and any NERDs below 0 up to that number (i.e. 0). Nor has this really caused any sort of problem. With about 170 pitchers in the sample, only about 10 or 12 have ever gone above or below the 0-10 range — and even then, never by more than 2 points.

Until Stephen Strasburg came along, that is.

Were we still living in a pre-Strasburgian world, these would be your current NERD leaders (rNERD = rounded NERD, aNERD = actual NERD):

What you’ll notice about that group is that they have the good sense not to dominate the rest of the league to such a degree as to to render NERD useless. Francisco Liriano’s un-rounded 11.25 is the highest mark I’ve seen to date, but at least it’s on a human scale.

The same goes for our laggards, whom you see here (in a table that has been, for a reason that only my computer knows, reproduced more poorly than the other two in this post):

Again, despite dipping into the negatives, neither Snell nor Monasterios nor the rest of their incompetent friends reach depths that problematize NERD’s competence unduly.

But cast your eyes all the way to the tippy-top of the NERD leaderboards and you’re faced with this:

Apparently, Stephen Strasburg has no sympathy for this modest experiment, as his NERD score almost doubles that of the next-best pitcher in the majors.

Of course, it’s no trouble to see why Strasburg rates so highly: he’s got an xFIP of 1.54, an average fastball velocity of 97.5 mph, the highest swinging-strike rate in the league, and he’s only 21 years old.

Strasburg’s excellence asks an interesting question of NERD and, by extension, the question we might ask of ourselves when choosing which game to watch on the nights that he’s pitching: Is Strasburg, all by himself, enough of a spectacle to make a game worth watching? Because, really, with the exception of Snell or Monasterios (neither of whom, let it be known, are currently in a major league starting rotation), any pitcher, when combined with Strasburg, will give the game an average NERD score of 10 amongst its starting pitchers.

Put concretely: Is Strasburg vs. Brad Lincoln more interesting than Roy Halladay vs. Josh Johnson? The latter match-up has happened at least a couple of times now, and one of those resulted in a perfect game for Halladay. That’s pretty great shakes. On the other hand, Strasburg really does represent everything of interest to the baseball nerd — to the baseball fan, in general, really.

The ancillary question, of course, is whether it’s smart/necessary to round NERD scores outside of the 0-10 range back into that range. In most cases, it’s not an issue: again, only 10 or 12 players — somewhere in the vicinity of 5-10 percent — ask that question. But NERD is designed to represent the taste of the sabermetrically inclined fan, and so the question is a fine one to ask.

The best answer, for now, is probably to see if Strasburg can keep it up. So long as he does, maybe there just has to be a Strasburg Bonus. In any case, it’s not the worst problem to have.


FanGraphs Audio: Soft in the Middle (West)

Episode Thirty-Six
In which the panel is get all Central-ized.

Headlines
City of Broad Shoulders (and Poor Teams)
Manny Parra for the Course
The Neal Huntington Is On!

Featuring
Matt Klaassen, Philosicator
Jack Moore, Insufferable Math Snob

Finally, you can subscribe to the podcast via iTunes or other feeder things.

Audio on the flip-flop.

Read the rest of this entry »


One Night Only: Now with More Friends!

Stephen Strasburg is pitching tonight (at 4:35pm ET, versus Brian Bannister and Kansas City). It goes without saying that every American boy should watch that game while holding his father’s hand. But there are other baseball games, too, and one of them — Minnesota at Milwaukee — is deserving of the baseball nerd’s attention.

For this edition of One Night Only, I contacted certain members of the nerdosphere who possess intimate knowledge of the teams participating in tonight’s game. I also contacted my friend Dan Lurie, who, despite not being a member of the nerdosphere proper, is a bang-up gentleman and Minnesota native.

Of each contributor I requested two or three bullet points in response to the following prompt:

Knowing your team the way you do, what’s something a general audience should know ahead of this contest?

Their responses (in the relevant sections below) are almost entirely verbatim, copied right from my email account to these electronic pages. Thus, if the syntax differs from one section to the other, well, you’re invited to deal with it.

Voila:

Minnesoter at Mawaukee | Wednesay, June 23 | 8:10pm ET
Starting Pitchers
Twins: Francisco Liriano (NERD: 10)
87.2 IP, 9.55 K/9, 2.46 BB/9, .339 BABIP, 48.7% GB, 2.7% HR/FB, 3.07 xFIP

Brewers: Manny Parra (6)
48.1 IP, 9.31 K/9, 4.10 BB/9, .362 BABIP, 49.3% GB, 10.6% HR/FB, 3.81 xFIP

From Larry Granillo, Owner-Operator of Wezen Ball
• There’s little doubt that the Brewers’ terrible pitching has done the most damage to the team’s chances this season. A close second, however, is the terrible defense. The only positions to have a positive UZR among the regulars are Carlos Gomez in CF (UZR of 0.6 in 338 innings) and Alcides Escobar at SS (1.9 in 518 innings). Jim Edmonds has a 1.3 UZR in 264 innings across all three outfield positions.
• Despite that porous defense, and despite Fielder’s career -6.4 UZR/150 at first base, the Brewers have started someone other than Prince at first only once in the last 260 or so games, and that was only last week. Also, since Prince announced his vegetarianism before the start of the 2008 season, he has hit 93 home runs, driven in 270 runs, and put up a .930 OPS. If he’s still on that diet, it hasn’t exactly sapped his strength.
• The Brewers have not won a game in which the Chorizo won the sausage race… Ok, I made that one up. But the Brewers do have an NL worst 11-19 record at home. The only team with a worse home record in baseball is the Orioles. That’s not exactly the company you want to keep

From Jack Moore, Math Snob and Owner-Operator of Disciples of Uecker
• Parra’s [been] awesome [in his] last three starts, as we talked about in the pod. [The pod, that is, which I am almostly defintely editing as you read these words. Promise! – Cistulli]
Jonathan Lucroy is a relatively exciting prospect, as he’s a solid defensive catcher, and a good contact hitter who should be a solid, above-average ML catcher.
• For all the talk about Jim Edmonds being a poor fielder, he’s hitting extremely well this year at age 39 and coming off a year away from baseball. This is the second time the Brewers have come up big on a guy who was out of baseball, after Gabe Kapler in 2008.
John Axford is awesome and has a fantastic mustache and a 94-97 MPH fastball.

From Bryz, Owner-Operator of Off the Mark
• If you are communicating online or via text about Francisco Liriano during the game, you must call him FranKKKKie (one K for every strikeout he has recorded. If he has none, then default to Liriano). Bonus points if you do this verbally and/or can include backwards Ks.
Prince Fielder may be a vegetarian now, but Delmon Young has been far more successful in losing weight.
• Insiders claim that Carl Pavano and John Axford have a $500 wager on who will have the better mustache by the end of the season.

From My G, Dan Lurie, Front Man of The Grapefruit League
• There’s the coming-of-age story of Delmon Young who is cooking right now (maybe because he can finally be confident that he’ll be in the lineup almost every day). Dude has been notching some clutch hits lately and seems to have cut down a bit on his wild free-swinging. He’s also much more svelte, as we’ve discussed during past viewings. [This is true. We’ve talked about this. Dan Lurie is absolutely not lying. – Cistulli]
• As for prospects, Danny Valencia has been up for a couple weeks and started 3B again Tuesday night, after Gardy got bold the past few days and had Cuddyer starting over there.
• Also, please note this ridiculous Punto t-shirt.

A Tweet from Dayn Perry
In the event that you haven’t seen the face part of John Axford yet, this tweet from Dayn Perry will give you an idea of what to expect:

John Axford looks like he should be in a Victorian stage play tying a chaste maiden to the railroad tracks.

One Other Match-Up That’ll Probably Be Pretty Great
Randy Wells (8) at Cliff Lee (10), 10:10pm ET.

If I Had My Druthers
• Manny Parra would throw off the burdensome yoke of Fortune. I mean, it’s a seriously heavy yoke that probably hurts him alot.


One Night Only: Smorgasbord of Wonders

Tonight’s array of games might best be described as “dizzying” — or, if not “dizzying,” then “wicked dizzying.”

Seriously, the five games below (analyzed in depth via the wonder of bullet point) are only the tip of the NERD iceberg, and completely omit tonight’s highly anticipated showdown between Scott Baker and Chris Narveson. Ya heard!

(Totally infallible NERD scores in parentheses.)

Jaime Garcia (8) at Brett Cecil (7), 7:07pm ET
• Startling fact: Between them, Garcia and Cecil are younger than Jamie Moyer.
• Likely occurrence: Jose Bautista hits an a-million-foot home run.
• Word of warning: The Rogers Centre, or whatever you wanna call it, is un peu de sad and depressing — on TV, in person, whatever.

Justin Verlander (8) at Jonathon Niese (6), 7:10pm ET
• Not-that-startling-but-still-true fact: Justin Verlander throws his fastball at an average of 95.8 mph.
• Additionally: He often follows it up with a curveball best described as “stoopit.”
• In conclusion: It’s a little bit mystifying that he’s only running an 8.2% swinging-strike rate. Not that I’m complaining.

Tim Lincecum (10) at Roy Oswalt (9), 8:05pm ET
• Direct quote: “Hi, my name’s Tim Lincecum. I have kinda a dumb haircut. But also, guess what? I’m about to throw you my changeup and you’re going to (a) swing at and (b) miss it.”
• Other direct quote: “Hi, my name’s Roy Oswalt. You may have forgotten about me, on account of I play on a team that blows. But guess what? I’m averaging more strikeouts per nine innings (8.68) than I have at any other point in my career, save my very first season in the majors, 2001, when I also threw a whole bunch of relief innings.”
Jason Castro and Chris Johnson are the closest things the Astros have to bone fide prospects. They’re also very likely to play tonight.

Jon Lester (8) at Jhoulys Chacin (7), 8:40pm ET
• Some people — including resident philosicator Matt Klaassen — have suggested that lefties deserve a velocity adjustment of sorts for NERD. Like, lefties should get 3 mph added to their fastballs, or something. In fact, Lester already has one of the league’s fastest fastpieces
• Startling fact: The Red Sox are only a game out of first place. Say wha-?
• Shocking discovery: Ryan Spilborghs is not related to a certain, incredibly famous Hollywood director.

Andy Pettitte (5) at Dan Haren (9), 9:40pm ET
• Dan Haren might be the single most interesting fantasy trade target right now, given how far his ERA (4.71) is above his xFIP (3.43). His BABIP and HR/FB are way higher than in previous years. His LOB% is way lower. Carpe the diem outta that crap, is what I’m saying.
Cole Gillespie will probably start in left for Arizona. He’s youngish and worth a damn.
Adam LaRoche. What? I like Adam LaRoche. So sue me. (Actually, on second thought, maybe don’t sue me. That’s not gonna work out well for anybody.)


One Night Only: Paternity Tests

On this Father’s Day Weekend, One Night Only wants to know: is Steve Garvey your Padre?

Friday, June 18
Behold: Gavin Floyd (NERD: 7) at Stephen Strasburg (10), 7:05pm ET
• On account of he’s as yet to top the 20 IP mark, Strasburg doesn’t show up on the proprietary NERD spreadsheet yet. But were he to, he’d probably break the frig out of it. His xFIP (1.55), swinging-strike rate (15.3%), and fastball velocity (97.8 mph) are all multiple standard deviations from the mean. And also, he’s only 21. So, boom goes that particular brand of dynamite, I guess. Nor should Gavin Floyd’s contribution to this game be overlooked entirely. Despite sporting a 5.64 ERA, his xFIP is a considerably tidier 3.99.

If You Can Handle It: Johnny Cueto (8) at Cliff Lee (10), 10:10pm ET
• Lee is one of only five pitchers — along with Josh Johnson, Francisco Liriano, Roy Halladay, and Tim Wakefield — currently sporting a perfect NERD score. He does it just by having an h-o-t xFIP and throwing strikes. Cueto gets there by a pretty different route: his age (24) and fastball velocity (93.3 mph). Cueto’s four-seamer also has a 11.8% whiff rate. Pretty good.

What to Make Of: Dontrelle Willis (0) at Armando Galarraga (3), 7:05pm ET
• To what degree does Galarraga’s very famous and mostly perfect game affect our desire to watch him after the fact? Certainly, the start right after a historical game is worth a look. But the fact remains: he’s still Armando Galarraga. He doesn’t really get swing-and-misses, he’s got a lifetime 4.78 xFIP (4.92 through 33.2 IP this year), and he not gonna throw another perfect game.

Saturday, June 19
Behold: Vicente Padilla (9) at Tim Wakefield (10), 4:10pm ET
• Padilla’s elevated score is a result of there being no point deduction for having a giant, fat head. That and he has an xFIP of 3.95 versus an ERA of 6.65. It’s also worth noting that this weekend marks Manny Ramirez‘ return to the scene of at least some of his crimes. Fun drinking game: take a shot every time Joe Buck either (a) waxes moralistic about “players these days” or (b) subtly suggests that football is better than baseball. You’re gonna get wasted, believe me!

Also Consider: Zack Greinke (7) at Kris Medlen (7), 7:10pm ET
• It’s like a Zen koan: is the pleasure of watching Zack Greinke worth the pain of watching the Kansas City offense (or defense, for that matter)? With Kris Medlen pitching, it might be. The young Atlantan has two pitches that are a joy to watch. First, there’s his two-seamer, which hella tails. Second — and perhaps most impressively — there’s his changepiece. Medlen gets whiffs on 28% of his change-ups, compared to a league-average of just 15% on the same pitch.

I Don’t Care, I’m Still Watching: Colby Lewis (5) at Brian Moehler (0)
• Colby Lewis is in my heart and he’s in my soul. Also, he’s probably gonna be my breath should I grow old. So, back off.

Sunday, June 20
Speed Round!
• This marks, I think, the fourth or fifth consecutive time that Roy Halladay and Josh Johnson have pitched on the same day. Two of those were against each other, and they were excellent games both times. Today the former faces Carl Pavano (6) at 1:35pm ET, while the latter takes on David Price (6) at 1:10pm ET. In re Tampa, do you wanna guess who’s the team-leader in OBP, or do you want me to tell you? How about you guess.

Ian Kennedy (5) and Max Scherzer (8) were involved in a three-way over the winter. Oh snap! (Note: this bullet is brought to you by the 18- to 34-year-old male demographic.)

• More will be made of Johan Santana (4) at CC Sabathia (7) than is probably right.

• What sort of bonus does a major league debut deserve? How about the second and third starts for the same pitcher? Do we give 3, 2, and then 1 extra point? In any case, today is Brad Lincoln’s third career start. That may or may not appeal to you. Two things that are more appealing, probably, are Justin Masterson (8) and all of Pittsburgh’s youth — including the recently promoted Pedro Alvarez.

Felipe Paulino is alternately devestating and terrible. Either way, if you like to see ball go fast, he’s your dude. He’ll be throwing fastpieces at 96 mph against C.J. Wilson &co. at 2:05pm ET.


FanGraphs Audio: A Draft in the Pod

Episode Thirty-Five
In which the panel is a little drafty.

Headlines
Reflecting on Strasburg
Projecting on Harper
Draft-as-Event: More Nerdier?

Featuring
Dave Cameron, Full-Time Employee
Eno Sarris, Rogue Fantasy Contributor

Finally, you can subscribe to the podcast via iTunes or other feeder things.

Audio on the flip-flop.

Read the rest of this entry »


Flight of the Nava-gator

If you’re the sort of baseball fan who’s worth his salt, you’re probably aware that, Saturday afternoon, 27-year-old rookie Daniel Nava of the Boston Red Sox hit a grand slam — not only in his first major league plate appearance, but on the very first pitch of his very first major league plate appearance.

If you’re also the sort of baseball fan who found himself reading FanGraphs back on January 21st of this year, you might remember an article I wrote singing Nava’s praises — not just for his climb out of baseballing obscurity, but also for the serviceable numbers he’d posted along the way.

As much as I enjoy saying “I told you so,” that’s not really the point of this dispatch. I mean, yeah, I did tell everybody so, but it wasn’t so much his future excellence I was predicting (nor his grand-slamming capabilities) as much as it was the potential for joy he represented to the baseball nerd.

Mission accomplished, so far as that goes.

Anyway, I’d like to use this space to discuss, very briefly, Nava’s slampiece. If you haven’t seen it already, watch it this very second.

The excellent things about this video, in order of best to still pretty great, are as follows:

1. Francona’s Reaction
Let’s be clear about this: I love my father. He’s done a lot for me and genuinely cares about me. Also, he taught me how to hit the sweet kick serve that is the calling card of the Cistulli Male. For that, I’ll always be in his debt. Thanks, Dad!

That said, were I to have been born fatherless, and were I — having been born fatherless — were I allowed to then choose from every American male between the ages, say, of 50 and 65, the one who I wanted to play the role of my father, I would choose Terry Francona.

For one thing, Francona is the God of the Post-Game Interview. I don’t have any specific moments to which I can point in support of this claim, so I’m just asking you to believe me: he is. For another thing, Francona emanates fatherly pride.

What you’ll notice about Francona in that video is the way in which — as Nava makes his way back to the dugout — the way in which he glows with paternal joy. Actually, even before Nava walks backs to the dugout, Francona is already kinda giddy. Then, as Nava approached the dugout, Francona definitely says something like “At’a boy” and then slaps Nava on the butt.

2. Nava’s Swing
Despite the fact that I’d previously championed Nava in these electronic pages, I’d done so only using the tools of the nerd (minor league numbers and equivalencies) combined with Nava’s obviously excellent backstory. What I didn’t know about is how awesome Daniel Nava’s swing is.

The main observation I have to make about it (i.e. Nava’s swing) comes in the form of a question to Joe Blanton. “Mr. Blanton,” my question begins, “between the way Nava kinda cocks the bat with his wrist, and also how straight he stands up in the batter’s box, why would you ever throw him a fastball on the inner half of the plate?”

Thanks to Pitch f/x and Brooks Baseball, we see that Blanton actually changed his approach between Nava’s plate appearances. Sort of.

First, here’s the first at-bat. It’s only one pitch:

Now, here’s the second:

I said “sort of” because, actually, Blanton first pitch in the second AB looks alot like the first pitch in the first AB. After that, though, as you can see, Blanton is basically going outside, outside, outside. And, in this case, it worked: Blanton K-ed Nava in the latter’s second PA.

3. Nerd Victory
Briefly, from that January article:

Despite the absence of anything like a draft pedigree, Nava posted an MLE of .274/.355/.407 across High-A and Double-A last year — that according to Minor League Splits. Baseball Prospectus rates his 124 Double-A ABs as a major league equivalent of .298/.374/.460 — the best in the Eastern League. The fact is that Nava has never played poorly, regardless of where he’s been.

What’s nice about those lines is how little they contain in the way of idle speculation. The the thing that nerds do best is use facts to suggest that so-and-so might be major league ready or that other so-and-so (ahem, Livan Hernandez) might currently be sporting a historically high strand rate that will soon see his ERA balloon. In other words, we the nerds prefer to utilize the sharpest tools in the proverbial shed, whatever they might be in the given situation. Nava’s numbers suggested that, despite his lack of general baseballing cred, he might be a serviceable ballplayer. Hurray for that.

The moral of the story is that any success Daniel Nava experiences is success for the whole of the human race. Is that completely overstating the case? Duh, of course. But on a sunny day in June, with the improbable surrounding us, hyperbole feels like the only reasonable mode of discourse.


FanGraphs Audio: Getch Yer Draft Analysis!

Episode Thirty-Four
In which the panel is all maven-y.

Headlines
The Draft Happened Real Hard
… and other true truths!

Featuring
Marc Hulet, Prospect Maven (Canadian Sector)
Bryan Smith, Prospect Maven (American Sector)

Finally, you can subscribe to the podcast via iTunes or other feeder things.

Audio on the flip-flop.

Read the rest of this entry »


One Night Only: Doc Halladay v. Big Johnson

Tonight’s main event is of the “no-brainer” variety.

In other words, you can watch it even if you don’t have a brain.

Florida at Philadelphia | Wednesay, June 09 | 7:05pm ET
Starting Pitchers
Marlins: Josh Johnson (NERD: 10)
77.0 IP, 9.00 K/9, 2.81 BB/9, .286 BABIP, 48.5% GB, 4.8% HR/FB, 3.25 xFIP

Phils: Roy Halladay (NERD: 10)
93.0 IP, 7.45 K/9, 1.26 BB/9, .302 BABIP, 53.4% GB, 4.3% HR/FB, 2.93 xFIP

First, It Needs to Be Said
The NERD scores you see above are slightly different than the ones I introduced to the wide readership last week. One of the biggest flaws of NERD 1.0 was the total absence of velocity as a component. In NERD 1.1 — or whatever’s the nerdiest possible name for it — I’ve added the absolute value of each pitcher’s z-score (i.e. standard deviations from the mean) for velocity. That gives a bump not only to Ubaldo Jimenez (+2.23) and Justin Verlander (+1.95), but also to Tim Wakefield (+6.10) and Jamie Moyer (+3.30). I’ll submit a recalculation, probably with some other improvements, as soon as sloth allows.

Second, It Also Needs to Be Said
There are only five pitchers (out of about 160) with perfect NERD scores at the moment: Cliff Lee, Dan Haren, Francisco Liriano, and the two guys pitching tonight. Actually, go ahead and add Stephen Strasburg to that list, just for Esses and Gees. Still, that’s not too many.

Watch For
• Roy Halladay’s Command. Is there a difference between command and control? I’m not convinced — although I’m willing to be. In any case, if there is a difference, my bet is that Halladay is likely an object lesson in such a thing. It’s not just that Halladay doesn’t walk guys — Doug Fister has about the same BB/9 — it’s that he owns the strike zone.
• Josh Johnson’s Fastball. Johnson has the fourth-fastest average fastball velocity among qualified starters. Not until I engaged upon this absurd experiment — i.e. NERD and its attendant concerns — have I truly realized how thrilling velocity is to behold. And it’s some combination of velocity and placement that gives Johnson’s fastball a 9.2% whiff rate on the season — compared to a 7% or so whiff rate across all major leaguers on same pitch.
Mike Stanton, Part Deux. The 20-year-old outfielder made his debut for Florida yesterday. Here’s his line from Double-A Jacksonville: .311/.441/.726. So, uh, that happened.

If I Had My Druthers
• Hallday would throw his cutter to lefties a whole bunch. Halladay can throw said pitch right at the back foot of a lefty batter. Like, he threw two of them to Chase Headley in the the third inning of his last start. Headley swung and missed at both. Voila:


FanGraphs Audio: Past Perfect

Episode Thirty-Three
In which the panel is less than perfect.

Headlines
Armando Galarraga and the Prospects of Replay
Armando Galarraga and the Aesthetics of Perfection
Improving NERD: Putting a Number on Pleasure
… and other sly tricks!

Featuring
Dave Cameron, Full-Time Employee
Matt Klaassen, Resident Philosopher

Finally, you can subscribe to the podcast via iTunes or other feeder things.

Audio on the flip-flop.

Read the rest of this entry »