Archive for Red Sox

The Ties That Bind the Red Sox and Dodgers

Given that the Dodgers have won 20 pennants and the Red Sox 13, and that the two teams have combined to make 25 trips to the postseason during the Wild Card era, it seems improbable that this World Series will be just their second meeting in the Fall Classic — and more than a century since their first. Both franchises have endured ups and downs over the decades, but in general have been among the majors’ most successful, with the Dodgers owning the third-highest winning percentage since 1901 (.526) and the Red Sox the fifth-highest (.519).

What follows is an exploration of nine shared aspects of the two teams’ rich histories, listed in vaguely chronological order. Not all of them will come to bear directly upon the action, but for a sport and an event where the present is always linked to the past, it’s worth keeping these relationships in mind.

1916: The Original Matchup

The Red Sox were one of the nascent American League’s most successful teams, winning six pennants in the Junior Circuit’s first 18 years and going undefeated in five World Series during that span: 1903 (the inaugural one, against the Pirates), 1912 (against the Giants), 1915 (against the Phillies), 1916 (against the Dodgers), and 1918 (against the Cubs). (John McGraw’s Giants refused to play them in 1904, and so there was no World Series.) As for the Dodgers, they began life as the Brooklyn Atlantics in the American Association in 1884 and were known variously (and unofficially) as the Grays, Bridegrooms, Grooms, Superbas, and Trolley Dodgers. They enjoyed some success in the 19th century, winning the 1889 AA pennant and the 1890, 1899, and 1900 NL ones, but they didn’t win their first of the 20th century until 1916, when they were known as the Robins in honor of manager Wilbert Robinson (a moniker that bore special significance to this scribe and expectant father a century later). Not until 1932 did they officially become the Dodgers, though a program from the 1916 World Series did bill them that way:

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Sunday Notes: Will Flemming is Next Up in the PawSox Pipeline

Gary Cohen (Mets), Dave Flemming (Giants), Andy Freed (Rays), Aaron Goldsmith (Mariners), Dave Jaegler (Nationals), Jeff Levering (Brewers), and Don Orsillo (Padres) share something in common. Each began broadcasting for a big-league team after honing his play-by-play skills with the Triple-A Pawtucket Red Sox. The pipeline runs deeper still. Dan Hoard (Bengals) and Bob Socci (Patriots) came to the NFL via the PawSox radio booth.

There’s a good chance that group will grow in the not-too-distant future. Will Flemming — Dave Flemming’s younger brother — has been calling PawSox games for the past four seasons, and many in the industry feel he’s of MLB quality.

He passed an important test this summer. Filling in for Tim Neverett, who was away for his father’s funeral, Flemming was alongside Joe Castiglione when the Red Sox hosted the Phillies on July 30. The game was a thriller, with Boston winning 2-1 in 13 innings.

“There were no low lights,” Flemming.said of his MLB debut “Not one. All of us in this profession dream of that moment, and to have it realized in that ballpark, with this Red Sox team against a good Philadelphia team — Price versus Nola — it was more than I ever could have dreamt of.”

He’s been imagining the moment for years. Despite his relatively young age — Flemming has yet to reach the big 4-0 — he’s no neophyte. His journey has included stints in Lancaster, Potomac, and Indianapolis. At each stop along the way — this is something all minor-league broadcasters can attest to — the frills have been few and far between. Read the rest of this entry »


Adventures in Playoff Leverage and Win Probability Added

Playoff baseball is interesting as a concept. After a regular season of 162 games to determine the game’s best teams, the sport’s champion is then determined by a few best-of-five and best-of-seven series. It’s not unlike asking the top 10 finishers of a marathon to run a 5K in order to decide who should receive first place. The sprint-like nature of the postseason is baseball’s Theatre of the Absurd (especially where small sample sizes are concerned): entertaining and a bit preposterous at the same time.

One of the areas where the effect is most pronounced is in the realm of Win Probability Added (WPA) and Leverage Index (LI). Championships are on the line and the lens of the postseason only serves to magnify what would be tense moments even on a quiet night in July. A big WPA day turns a player into a legend, while going the opposite direction turns a player into the goat. But not every intriguing event with a high WPA or LI is a starring turn. With that in mind, let’s look at a few of the stranger WPA- and LI-related things we’ve seen during the League Championship Series.

Caleb Ferguson and Playoff Stress

Caleb Ferguson was a 38th-round pick out of high school for the Dodgers in 2014. A starter through his whole minor-league career — he recorded only three relief appearances in the minors prior to this year — he found a home in the Dodgers’ bullpen this year. While he doesn’t have an incredible arsenal — Eric Longenhagen and Kiley McDaniel graded his fastball as a 50, curveball as a 45, and changeup as a 45 — he put up solid numbers as a reliever, striking out over 30% of batters and produced a 2.55 xFIP. After that solid rookie season, Ferguson joined the playoff roster as one of three lefties — the other two being Alex Wood and Julio Urias — in the Los Angeles bullpen.

Generally speaking, he didn’t pitch in high-leverage situations this season. With an average leverage index of 1.08 (Overall average is 1), he ranked 123rd in baseball for relievers with at least 30 innings pitched. In the League Championship Series, however, things have been a little different.

2018 LCS Leverage Index Leaders
Player pLI WPA/TBF
Kenley Jansen 2.48 0.031
Caleb Ferguson 2.14 0.017
Jeremy Jeffress 2.09 -0.026
Junior Guerra 1.87 0.004
Ryan Brasier 1.66 0.018

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David Price Sheds an Albatross

To date, there have been 71 pitchers who have thrown at least 60 postseason innings in their careers. Entering Wednesday, David Price owned a 5.42 ERA, the second-highest of the bunch:

Highest Career Postseason ERAs
RK Player Yrs IP HR/9 BB/9 SO/9 ERA FIP
1 Tim Wakefield 1992-2008 (9) 72.0 1.6 4.8 6.8 6.75 5.63
2 David Price 2008-2018 (9) 79.2 1.7 2.5 8.1 5.42 4.67
3 Al Leiter 1993-2005 (5) 81.2 1.0 4.0 7.5 4.63 4.29
4 Charles Nagy 1995-1999 (5) 84.2 1.5 3.2 5.8 4.46 5.11
5t Vida Blue 1971-1975 (5) 64.2 0.8 3.2 6.5 4.31 4.02
5t CC Sabathia 2001-2018 (9) 129.1 1.0 4.4 8.4 4.31 4.30
7 Kevin Brown 1997-2004 (3) 81.2 0.9 3.4 7.8 4.19 3.87
8 Clayton Kershaw 2008-2018 (8) 140.0 1.2 2.6 9.8 4.11 3.66
9 Matt Morris 2000-2005 (5) 73.1 1.1 4.2 5.4 4.05 4.99
10 Zack Greinke 2011-2017 (5) 67.0 1.2 2.0 7.9 4.03 3.86
11 Livan Hernandez 1997-2007 (4) 68.0 0.8 4.8 6.2 3.97 4.55
12 Andy Pettitte 1995-2012 (14) 276.2 1.0 2.5 6.0 3.81 4.16
13 Jack Morris 1984-1992 (4) 92.1 0.9 3.1 6.2 3.80 4.12
14 David Cone 1988-2000 (8) 111.1 1.0 4.7 7.6 3.80 4.48
15 Don Gullett 1970-1977 (6) 93.0 0.5 3.7 5.8 3.77 3.83
SOURCE: Stats LLC
Minimum 60 innings. Numbers in parentheses are years appearing in postseason games.

There are some very good pitchers in the above group, including one who’s already in the Hall of Fame for his, uh, postseason reputation and a few more who have a very good shot. The best of them, Clayton Kershaw, has been dogged by inconsistent performances in the postseason, but he’s had big moments as well, including Wednesday’s NLCS Game Five performance against the Brewers.

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The Red Sox Do Have an All-Time Outfield

Let’s try, for a moment, to forget all about Game 4’s fan-interference controversy. It was a moment that looms incredibly large, absolutely, but it was also just one moment of the game, a moment that occurred in the bottom of the first. Maybe Jose Altuve was robbed of a home run by Joe West. Maybe Jose Altuve was going to be robbed of a home run by Mookie Betts. It didn’t resolve itself cleanly, but, what can you do? The rest of the game played out. The Astros even took the lead. It wound up as one of the longest nine-inning games in baseball history, but it didn’t feel like it dragged, because it included so much action.

We should consider some of that other action. And we might as well start at the very end. With two outs and the bases loaded in the bottom of the ninth, Alex Bregman swung at Craig Kimbrel’s first pitch and sent a shallow line drive into left. Andrew Benintendi charged, and he laid it all on the line. Benintendi made a do-or-die dive attempt. The Red Sox did. The Astros died.

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The Red Sox’ Unsung Heroes

During his tenure as an MLB executive, Dave Dombrowski has earned a reputation for failing to build quality bullpens. Currently the president of baseball operations with the Red Sox, that reputation grew during his time with the Tigers and has followed him to Boston. Dombrowski took over Detroit in 2002. In 2003, the team lost 119 games. From 2004 to -15, Dombrowski’s Tigers won an average of 83 games per year, made two World Series appearances, qualified for the ALCS four times, and reached the playoffs five times overall. Those teams routinely had the worst bullpen in baseball, however.

The graph below shows average wins per year and reliever WAR from 2004 to -15.

At the end of the 2015 season, when Dombrowski came to a Boston organization with a great farm system, he shored up at least one inning’s worth of bullpen by trading for Craig Kimbrel. Dombrowski’s reputation might have come with him to Boston, but the Red Sox have gotten solid performance from their relievers the last few seasons.

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David Price’s Playoff Problem Might Be a Cutter Problem

It’s perhaps easy to forget, given his postseason woes and the presence of a dominant left-handed rotation mate, but David Price remains, at age 33, among the premier starting pitchers in baseball. Price, in his career, owns a 3.34 FIP, 80 ERA-, and 82 FIP-. (For comparison’s sake, Justin Verlander is at a nearly identical 80 and 81, respectively.) Even in his injury-shortened 2018, Price still approached three wins, and his 24.5% strikeout rate in 2018 remains among top-25 marks in the major leagues.

Though he’s now a couple of years removed from his prime — during which he rattled off seven seasons of 4 WAR or more — he retains a five-pitch arsenal, three of which (fastball, cutter, and sinker) posted positive run values this year. He doesn’t throw as hard as he used to — Father Time is, after all, undefeated — but a 93 mph fastball and an above-average cutter and sinker should still be enough to get hitters out. They were, after all, during the regular season.

Except that, in his postseason career, David Price has posted a 133 ERA-, 115 FIP-, and -0.92 WPA. In 2018, in the postseason, Price has a 222 ERA- and 259 FIP-, “good” for a -0.38 WPA. In other words, David Price, regular-season ace, makes his teams worse in the playoffs. Price’s failures in the postseason are by now a well-known narrative. The Wall Street Journal’s Brian Costa and Jared Diamond called Price’s playoff misery one of “the Great Mysteries of October Baseball.” After the Sox’ October 6 loss to the Yankees in the Division Series, Bob Nightengale openly wondered if Price would even start again in the playoffs.

Let me start by saying that I am very much a lawyer, and not what one might term a “sabermetrician.” In other words, I profess no great or singular skill, unlike Dan Szymborski or Jeff Sullivan or Jay Jaffe. What I do have, on the other hand, is a healthy curiosity for this game we call “baseball,” and more specifically why things happen the way they do. Lawyers like patterns and predictability. We dislike anomalies. David Price is an anomaly.

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The Fan Interference Call Was Probably Good

Let’s just get this out of the way now: That sucked. I mean, the game between the Astros and Red Sox was great, and it couldn’t have ended in a more dramatic fashion, but ultimately, the Red Sox won by two runs. And, in the bottom of the first inning, a controversial call and replay review might well have cost the Astros two runs. Yes, you’re right, the game would’ve played out differently had that call been made differently. We have no idea what that alternate game would’ve looked like. But the Astros have been pushed to the brink now, and a two-run homer would’ve been a pretty big deal. No one ever wants to think a game and season were damaged by umpires. It’s a very unsatisfying kind of disappointment, when the outcomes aren’t solely determined by the players themselves.

I don’t think we’re ever going to know for sure whether the right call was made. As such, it’s the sort of thing that’s going to linger, at least if the Astros fail to advance. Immediately, this has turned into a great What If?, and a target of Astros fan rage. Yet having reviewed all the evidence, I’ve come to the conclusion the call was good. And by that I mean, I think it was more good than bad. In the absence of anything conclusive, some amount of mystery is everlasting. But if you are to render judgment, you go whichever way you’re leaning. I’m leaning toward fan interference.

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Job Posting: Boston Red Sox Analyst

Position: Boston Red Sox Analyst

Location: Boston, MA

Description:
The Boston Red Sox are seeking an Analyst for the team’s Baseball Analytics department. The role will support all areas of Baseball Operations while working closely with the SVP/Assistant GM, Director of Baseball Analytics, and the department’s team of analysts.

This is an opportunity to work in a fast-paced, intellectually curious environment and to impact player personnel and strategic decision making.

Responsibilities:

  • Statistical modeling and quantitative analysis of a variety of data sources, for the purpose of player evaluation, strategic decision-making, decision analysis, etc.
  • Effectively present analyses through the use of written reports and data visualization to disseminate insights to members of the Baseball Operations leadership.
  • Maintain working expertise of leading-edge analytics, including publicly available research and novel statistical approaches, in order to recommend new or emerging techniques, technologies, models, and algorithms.
  • Other projects and related duties as directed by the Director, Baseball Analytics, and other members of Baseball Operations leadership.

Qualifications:

  • Bachelor’s degree in an analytical field such as statistics, predictive analytics, data science, engineering, applied math, physics, quantitative social sciences, computer science, or operations research.
  • Demonstrated experience with baseball data analysis.
  • Advanced understanding of statistical methods or machine learning techniques.
  • Proficiency with modern database technologies including SQL.
  • Demonstrated experience with programming languages (e.g., R or Python).
  • Demonstrated ability to communicate technical ideas to non-technical audiences using data visualization.
  • Proficiency in Microsoft Office (Excel, PowerPoint, Word).
  • Demonstrated work ethic, passion for baseball, and strong baseball knowledge, including familiarity with current baseball research and analysis.
  • Attention to detail while also having the ability to work quickly and balance multiple priorities.
  • Experience working for a major league club preferred.
  • Ability to work evening, weekend, and holiday hours is a must.
  • Other programming and database skills are a plus.

To Apply:
To apply, please send an email to analyticsresume@redsox.com with the subject “Office Analyst”. Please include the following items/answer:

  • Updated resume
  • Example of analysis you’ve done, preferably related to baseball.
  • What is a project that you believe would add substantial value to a baseball team? Please describe the project and provide an overview of how you would complete it.

How Do You Feel About This Ball Down the Middle?

I just polled you all about something last Thursday. I asked you how you feel about the diminishing role of the starting pitcher in the modern game. I don’t know what I expected, which meant I’d be surprised by *any* results, but here’s where things stand — 23% of you are neutral. Yet 57% of you have a negative opinion, while just 20% of you have a positive opinion. That’s almost a 3-to-1 ratio. We’ll see how things evolve over time, as we become increasingly accustomed to how pitching staffs are used, but there’s clearly a collective sense of loss. The audience likes to think of the starter as the protagonist. The protagonists shouldn’t be killed off in the fourth or fifth inning. Leaves too much of the story.

Now I’m going back to the well again. I have another question for you all. This isn’t about some sort of trend within the game. Rather, this is about one call. But really, it’s about how calls are made in general. It’s about how you prefer that judgment be rendered. We’re going back to Saturday’s Game 1 of the Red Sox/Astros ALCS. Let’s all watch Joe Kelly throw a curveball down the middle.

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