Archive for Strategy

Predicting Exit Velocity Using Prospect Power Grades

Publicly available Statcast data is just over two years old. Eric Logenhagen posted his first set of prospect grades before this season started. I have decided to say screw it to small samples and see how well Eric’s power grades match up with exit velocity number. Even with the limited sample, the results ended up fairly consistent.

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Fantasy Relevant Tidbits from Saber Seminar

This past weekend I spent two days in Boston at the Saber Seminar. As always, it is a great event and here is some the fantasy relevant information I extracted from it (full list of presenters and abstracts).

Note: My notes got a jumbled so there may be a chance the information I attribute to a speaker is incorrect. I apologize to the speakers in advance if I made this mistake.

Rich Hahn: Q and A

He broke some big news at the conference which he stated that Reynaldo Lopez will be starting for the White Sox this weekend against the Royals.

Will Carroll: Saving the Pitcher, 2017: A Data Driven Approach

He was promoting the use of the Motus Sleeve to help measure short and long term elbow stress. He discussed that each pitch has different levels of elbow stress depending velocity and pitch type. As for predicting injuries, I wonder if some general injury guidelines can be created, especially incorporating Motus sleeve data. I’m going to investigate this idea further. If anyone else is interested, let me know and I may be able to share some ideas and/or acquired needed data.

Mike Reinold: An Update on the Effect of Weighted Ball Training on Arm Stress, Range of Motion, and Injury Rates Read the rest of this entry »


State of the Fantasy Game: Mid-Season Report

It’s been a unique fantasy season in which I’ve never experienced. Pitchers should be dominating the landscape with strikeouts at an all-time high. They’re not because home runs are also at an all-time high. With this unique environment, the fantasy norms which owners have been familiar with no longer exist. No one has played fantasy baseball in this high strikeout and home run environment because it has never existed before.

Here are some new guidelines for navigating this season and thinking towards next season.

Home runs have pushed scoring is up, but not to any historical levels

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The Unwritten Rules: “Don’t Be That Guy”

I have been “that guy”. If we are honest, we all have been. Typically, when we really dislike something or someone it can be traced to a trait we own or exhibit.

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Buying Generic: Two Raking Rookies

A few weeks ago, I stole RotoGraphs contributor Joe Douglas’ idea (with his permission) as I pointed out that the “generic” Tommy Pham had provided surprisingly similar offensive production in his career to the “brand name” Michael Conforto. It was a fun exercise, and one that we’re going to do again today.

To set the stage, we’re going to talk about two rookies with outfield eligibility. One receives plenty of attention and hype; the other, not so much. Mr. Generic debuted in 2016 but is still considered a rookie this season, while Mr. Brand Name debuted in 2017. Here’s how they’ve fared so far this year:

Brand Name and Generic Rookie Comparison
Name PA BB% K% ISO BABIP AVG OBP SLG wOBA wRC+ WAR
Mr. Brand Name 210 10.0% 30.5% .367 .283 .261 .333 .628 .388 144 1.8
Mr. Generic 199 6.0% 27.6% .266 .378 .310 .352 .576 .386 141 1.2

The first thing that jumps out is the nearly 100-point difference in BABIP, and the fact that Mr. Generic’s BABIP is perhaps unsustainably high. More about that in a minute.

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Analyzing Five Unexpected xFIP Leaders

There are 10 qualified starting pitchers with an xFIP under 2.80 in the last 30 days.

Among them are predictable names like Chris Archer (2.52), Clayton Kershaw (2.53), Chris Sale (2.64), Johnny Cueto (2.74), and Zack Greinke (2.76).

The other five aren’t as well known, and therefore, they are more intriguing.

Being in the top 10 xFIP leaderboard for a month is not necessarily a huge accomplishment. However, xFIP has one of the highest correlations with future ERA of all pitching metrics, so it’s among the most relevant numbers to examine when searching for potential breakouts or analyzing the legitimacy of poor or plus performance.

Below is a table sorted by the top 10 qualified starting pitchers in xFIP over the last 30 days*, with the best statistic in each category highlighted in yellow, and the worst statistic in each category highlighted in red: Read the rest of this entry »


The Unwritten Rules

Welcome to a supersized edition of The Unwritten Rules! Throughout the season I have been and will continue to answer questions based on fantasy ethics and rules in this recurring piece. You may not always like the answers I give, but I hope that it is informative and makes you think about how you construct your leagues and play the games. Typically I do 4-5 questions per piece, but with the overwhelming amount questions I received, I felt I should knock out as many as I could. You can send me more questions via email, JustinMasonFantasy@gmail.com, my twitter account, or by posting in my facebook group. Read the rest of this entry »


Buying Generic: An Underrated Comp for a Budding Star

As a RotoGraphs reader, I’ve always enjoyed Joe Douglas’s “Buying Generic” series. In past articles, he has compellingly compared “generic” players like Ryon Healy, Logan Forsythe, and Justin Bour to “brand name” ones like Jake Lamb, Jason Kipnis, and Carlos Santana.

The fantasy relevance of the exercise is obvious: Buying generic allows owners to acquire players cheaply and with relative ease, instead of paying a premium (whether in a trade or in a draft or auction) for a brand-name player.

For today’s comparison, we’re going to analyze two players who have played in parts of the last three seasons, but neither has eclipsed 350 plate appearances in any one year. Both appear on their way to full-time jobs in 2017 and beyond.

Here’s how Mr. Generic and Mr. Brand Name have fared since 2015:

Mr. Generic vs. Mr. Brand Name (2015-2017)
Name PA BB% K% AVG OBP SLG ISO BABIP wOBA wRC+
Mr. Generic 438 11.0% 29.9% .262 .350 .486 .223 .346 .357 124
Mr. Brand Name 715 10.6% 23.9% .258 .343 .497 .239 .298 .355 125

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Pitchers to Pick Up

We decided to push the waiver wire pod this weekend for the holiday, but I wanted to write up a little something about pitchers to keep an eye on tonight.

TWO-START ARMS

Shallow:

Moore has been rounding into form a bit over his last four starts with a 3.28 ERA and 21 Ks in 24.7 IP, but he does have a 1.49 WHIP and I might be careful with that Washington start. Hellickson has a 1.7 K:BB and 1.6 HR/9 so I just can’t see starting him anywhere right now. I like Montgomery, but he’s been markedly worse on the road with a 16% K rate and 1.3 K:BB, compared to 27% and 3.4 at home. I’d probably start Tillman if I have him, but I’m not sure I’d seek him out on a waiver wire.

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The Unwritten Rules

Throughout the season I have been and will to continue answer questions based on fantasy ethics and rules in this recurring piece. You may not always like the answers I give, but I hope that it is informative and makes you think about how you construct your leagues and play the games. Typically I do 4-5 questions per piece. You can send me more questions via email, JustinMasonFantasy@gmail.com, my twitter account, or by posting in my facebook group.

 

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