Tag Archives: Alex Ramirez

Ramichanalytics Part II

Last week I posted DeNA manager Alex Ramirez’s responses to questions about batting his pitchers eighth. Here is my analysis of how that’s working out for him.

I’ll give you a hint: The haters probably need to shut up or at least think before they tell you what’s wrong with it.

Background

The experiment began on April 14, 2017, when starting pitcher Joe Weiland batted at eighth at home against the Yakult Swallows. Weiland struck out twice, but the BayStars beat the Swallows 4-3. Three weeks later, Ramirez tried again, batting Weiland eighth on the road against the Giants. He went 0-for-3 with two more strikeouts in a 5-2 win at Tokyo Dome.

After that, every DeNA starting pitcher in the lineup batted eighth until the end of the 2018 season, when having finished out of the postseason for the first time in his four years in charge, Ramirez suggested batting his pitchers eighth was a thing of the past.

The manager’s rationale

To summarize briefly what Ramirez said, he argued that the value of having a pitcher — who must be a competent bunter — is to sacrifice runners on base so that the No. 9 hitter can drive them in with a single.

A sabermetric rationale

In their “The Book,” Tom Tango, Mitchel Lichtman, and Andrew Dolphin, reason that over the course of a 162-game season, a major league team can gain about 2-1/2 runs a season by batting the pitcher eighth.

Why? Because replacing your worst hitter in the ninth spot with a half-way decent hitter gives your best hitters at the top of the order a much better chance to hit with runners on base. The logic is that outweighs the pitcher’s lessened ability to finish an offensive sequence started by the middle of the order, and giving the No. 9 hitter lessened RBI opportunities than he’d have in the No. 8 spot.

How can we evaluate the experiment?

This is kind of a tricky puzzle and I don’t pretend to have the answer, but there are a few different ways of looking at it. I’d tried looking at how many RBIs and runs were being scored in the different lineup spots, but the problem is that the BayStars had very few games in 2017 when the pitcher batted ninth. We could compare 2016 when none did, or 2018 when everyone did, but those run contexts were quite different.

We’re also faced with the reality that from 2017 to 2018, the only time BayStars pitchers batted ninth was in April when fewer runs are scored.

I settled on using run expectancies. Batting your worst hitter eighth should decrease run expectancies for the No. 9 hitter, but increase them for the No. 1 hitter — who ostensibly should be one of your better hitters.

The questions then are: How much does batting pitchers eighth…

  1. Increase the run expectancies for the No. 1 hitters?
  2. Decrease the positive results from the No. 8 spot?
  3. Decrease the run expectancies for the No. 9 hitters?
  4. Increase the positive results from the No. 9 spot?

Since it’s silly to compare offensive numbers from March and April with offensive numbers from May to October when runs in BayStars games in 2017 were 4.5 percent more frequent, I’ve decreased the run expectancies and average production for all the hitters in the lineups with the pitchers batting eighth by 4.5 percent to level the playing field a bit.

Cleaning up in the ninth spot

According to this analysis, the BayStars made out like bandits by batting the pitchers eighth in 2017 because the No. 9 hitters were extremely productive. Here’s the breakdown to the four questions above (including the run adjustment mentioned above):

  1. BayStars leadoff hitters came to the plate with a run expectancy 0.0067 runs higher over the course of 463 plate appearances, adding about 3.11 runs to the team’s expected scoring.
  2. No. 8 hitters (pitchers and pinch-hitters) produced 0.039 runs fewer per PA over 382 plate appearances, a total decrease of about 14.8 runs over the season.
  3. No. 9 hitters came to the plate with a run expectancy of 0.36 runs less, for a decrease of about 13.3 runs over the season.
  4. No. 9 hitters (position players) produced 0.096 more runs per plate appearance than the pitchers and pinch-hitters who previously occupied the No. 9 spot for a total of about 35 runs over the course of the season.

In summary, those figures are:

  1. +3.11 runs — Setting up the leadoff hitter:
  2. -14.8 runs — Lost production from the No. 8 spot
  3. 13.3 runs — Lost run expectation ahead of No. 9 spot
  4. +35 runs — Gained production from the No. 9 spot.

The estimated total for the 2017 season was + 10.03 runs.

One of the unexpected benefits of having the pitcher bat eighth is bringing in a pinch-hitter slightly earlier. Normally, pinch-hitters add nothing to the expected run output, but replacing a pitcher with a pinch-hitter is a big plus.

NPB games, news of Aug. 3, 2019

I’ve been working on an analysis of DeNA’s using their pitchers to bat eighth — which a colleague of mine who works in broadcast media said pitching coach Daisuke Miura is opposed to. It’s been maddeningly tricky, and I’m probably going to have to use a run expectancy table to sum up the net gains and losses.

Saturday was Round 2 of the two leagues’ top-of-the-table clashes.

Pacific League

Hawks 6, Fighters 3

At Sappporo Dome, SoftBank won its sixth straight game at Nippon Ham’s home park behind Cuban lefty Ariel Miranda (5-3), while Chihiro Kaneko (4-6) gave up four runs in the first — his first runs allowed in over a month.

As expected, Hawks skipper Kimiyasu Kudo used closer Yuito Mori with a five-run lead in the ninth, when he allowed two runs. Mori didn’t pitch on Friday and with Monday off. It was probably a useful way to keep him involved.

Game highlights can be found HERE.

Buffaloes 4, Lions 1

At Kyocera Dome, Orix’s Yoshinobu Yamamoto (6-4) showed why he’s one of Japan’s best pitchers this season, with razor-sharp command of his fastball and cutter giving the Seibu hitters fits.

If that weren’t enough, the right-hander seemed able to snap off nasty curves and throw some impressive splitters just to keep the Lions from sitting on either the four-seamer or cutter. The 20-year-old Yamamoto gave up a couple of hits to open the ninth, when he lost his shutout bid, but Brandon Dickson came on and recorded his 10th save with a pair of strikeouts.

Yamamoto, who struck out 10, lowered his ERA to 1.84. In 24-1/3 innings against Seibu this season, he has allowed two runs, one earned.

“He has to be the best pitcher in the league right now,” Lions manager Hatsuhiko Tsuji said. “Since if you go by ERA, you figure you’re not going to score more than two runs off him.”

Steven Moya, acquired in a July trade with the Chunichi Dragons, opened the scoring in the first with the third of three-straight one-out singles. He gave his hero interview in English.

Game highlights can be found HERE.

Marines 0, Eagles 0, 12 innings

At Rakuten Seimei Park, Lotte loaded the bases three times — the last time with one out in the 11th inning — and Rakuten juiced the bags twice before their futile night was put out of its misery by rules ending all games after 12 innings.

In the fifth inning, Eagles second baseman Hideto Asamura, whose strength is his offense, flashed some LEATHER.

Central League

BayStars 6, Giants 5

At Yokohama Stadium, Yomiuri came back from a 5-0 deficit on a three-run Kazuma Okamoto home run and a two-run double from Hayato Sakamoto, only to lose it on a passed ball by rookie catcher Yukinori Kishida, who had come off the bench to make his first-team debut.

Sakamoto began the day tied with DeNA’s Neftali Soto for the CL RBI lead with 71, but Soto finished the game with 75 after a first-inning sacrifice fly and a third-inning, three-run home run.

BayStars lefty Kenta Ishida struck out eight over six innings, and was never really in trouble. He allowed the Giants to tie it when pinch hitter Shingo Ishikawa reached on a “furinige” (literally “swinging and escaping” on an uncaught swinging third strike). After a two-out walk, Ishida threw a high-straight 1-1 fastball to Okamoto, who lined launched it into the stands in left for his 18th home run.

Post-game Rami-chan

DeNA skipper Alex Ramirez might not watch the game more intensely than any other manager, but nobody looks more intense than he does on the bench. Here’s his post-game interview:

“You can tell they are the No. 1 team in the league. They never give up. It was hard at the end. We were able to come back and win the game, but man those last three innings were very tough.”

“He (Ishida) did a tremendous job right from the beginning until the end. Of course, he gave up that three-run home run, but he did a really good job.”

“A couple of runs we got, a two-base hit, a sacrifice fly, bringing the guy in. Small things like that, small baseball, that’s what wins games and that’s what we were able to do today.”

“It’s not going to be any easier for tomorrow’s game. We’ve got to continue and stay focused and come back ready to win tomorrow.”

The announcer, of course had to add an NPB public service announcement: “You heard the manager reconfirm that small baseball wins games. And now to the highlights…”

Tigers 4, Carp 1

At Mazda Stadium, Yuki Nishi (5-7) allowed a run over five innings, rookie Koji Chikamoto broke a 1-1 tie with his eighth home run, and Kyuji Fujikawa saved his fourth straight game as Hanshin kept Hiroshima from moving to within two games of the CL lead.

The four saves are the most for the former Cub since he saved 24 in 2012, the 39-year-old’s last in Japan before Tommy John surgery.

Dragons

At Jingu Stadium, Nobumasa Fukuda homered for the second-straight day, tying it with a third-inning, two-run home run and leading Chunichi’s comeback against Yakult.

Tetsuto Yamada hit his 26th home run for Yakult, while rookie Munetaka Murakami hit his 22nd.