Archive for Strategy

Beat the Shift Podcast – Episode w/ Jeremy Hefner (New York Mets)

The latest episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Jeremy Hefner, New York Mets

Interview

  • Highlight of career
  • Game preparation
    • Preparing players for the mental & physical aspects of the game
    • Is game planning more about having players pitch to their strengths, or about exploiting weaknesses of your opponents ?
    • In-game management
      • 3rd time through the order
    • Use of an “opener”
    • How “first-in” and “next-in” pitchers coming out of the bullpen are decided
  • Health
    • Keeping pitchers healthy throughout the season
    • Extended rest between outings – good or bad?
  • Analytics
    • How best to use analytics as a coach
      • Objective vs. subjective view
    • Analytics vs. Gut
      • Pulling Blake Snell in the World Series
      • Trusting analytics, and when to go with your gut
    • How are stats/analytics used to help players on the major league level?
      • Which are the key stats/indicators that you look at?
  • Injury Guru’s Trivia of the Week
  • Rule changes in baseball
    • Universal DH
    • 3 batter minimum rule for pitchers
    • Extra inning runner on 2nd base rule
  • Position players pitching in baseball
    • Effectiveness of Ariel pitching in the major leagues

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Ottoneu Keep/Cut Decisions: Kyle Freeland

I recently took over an Ottoneu team for the upcoming 2022 season. If you are unfamiliar with Ottoneu, it’s keeper league where you get to make trades from mid-November to January 31st. Any players left on your roster after that you keep, using the auction draft to fill in the missing pieces. Taking over someone else’s team kind of feels like moving into an empty office. There are a few cobwebs in the corner, the previous owner left a really cool pen in the desk drawer and there’s a very stinky sandwich in the staff refrigerator that you somehow feel like is your new responsibility.

The fun part is taking stock of what you have and trying to decide what you want to keep (cool pen) and what you want to cut (stinky sandwich). In this series of posts, I’ll write about the decisions I have to make, how I go about analyzing the data before making my decision, and then what decision I plan to make. You too could be doing this kind of thing, all you have to do is take over someone’s abandoned team and search through the desk drawers when you move in.

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Beat the Shift Podcast – Episode w/ Trevor May (New York Mets)

The latest episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Trevor May, New York Mets

Interview

  • Highlight of Career
  • Game planning
    • Is about pitching to your strengths, or exploiting your opponents weaknesses?
    • Game planning team by team
    • Helping other teammates with game planning
    • Having a “default” game plan
    • Using MLB the Show
    • Learning from other teammates
  • Health
    • Recovering from TJS
    • Switching from starter to reliever
    • Keeping healthy all season long
    • Extended rest between outings – good or bad?
  • Injury Guru Trivia of the Week
  • Analytics
    • Trevor’s own stat – Command Quality Ratio (CQR)
    • Trevor’s CQR and Ariel’s wPDI
    • Horizontal movement vs. vertical movement on pitches
    • Pitch velocity, spin rate, spin efficiency
    • Hanging out with the analytics staff
  • Mailbag
    • Who do you NOT want to face with the bases loaded?
    • Why #65?
    • Day games vs. night games
    • Favorite inning to pitch in
    • Love of cats
    • Favorite podcast

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30 HR-30 SB Follow Up Seasons

Cedric Mullins was one of the best breakouts of 2021 with a 30 HR/30 SB season that came out of nowhere. But what comes next? There have been 11 seasons of at least 30/30 since 2011 featuring 10 players and Ryan Braun doing it back-to-back in 2011-12. We actually saw four in 2011 and then two in 2012 before a drought that José Ramírez and Mookie Betts ended in 2018.

Here are all 11:

30/30 Seasons Since 2011
Player Year Age Tm PA HR SB R RBI BA OBP SLG OPS
Ian Kinsler 2011 29 TEX 723 32 30 121 77 0.255 0.355 0.477 0.832
Jacoby Ellsbury 2011 27 BOS 732 32 39 119 105 0.321 0.376 0.552 0.928
Matt Kemp 2011 26 LAD 689 39 40 115 126 0.324 0.399 0.586 0.986
Ryan Braun 2011 27 MIL 629 33 33 109 111 0.332 0.397 0.597 0.994
Mike Trout 2012 20 LAA 639 30 49 129 83 0.326 0.399 0.564 0.963
Ryan Braun 2012 28 MIL 677 41 30 108 112 0.319 0.391 0.595 0.987
José Ramírez 2018 25 CLE 698 39 34 110 105 0.270 0.387 0.552 0.939
Mookie Betts 2018 25 BOS 614 32 30 129 80 0.346 0.438 0.640 1.078
Christian Yelich 2019 27 MIL 580 44 30 100 97 0.329 0.429 0.671 1.100
Ronald Acuña Jr. 2019 21 ATL 715 41 37 127 101 0.280 0.365 0.518 0.883
Cedric Mullins 2021 26 BAL 675 30 30 91 59 0.291 0.360 0.518 0.878

I wanted to look at what these players did before and after their magical season to see if it might help us with our Mullins projection.

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Three Infield Positive Regression Candidates

If you haven’t studied the managers who won your league by now, you should. If you won your league, and your competition is smart, you’re being studied. People are trying to find out why the Robbie Ray‘s and the Marcus Semien’s of 2021 caught the eye of those who drafted them and are looking to find next season’s doppelgangers. The Dodgers didn’t take long at all to take their pick. We can make all the models, algorithms, spreadsheets, and crystal ball readings we like, but the most tried and true technique is regression. Players that were unbelievably good…will regress to their true-talent level. Players that were unexpectedly bad…will regress to their true-talent level. This is something you can take to the bank. Rather than choose from 15 of the best players we should take in the first round, let’s think of players that we expect to go in the 5th and 6th rounds. Here’s a look at three players that seem likely to do just that, and could fly under the radar in your 2022 draft.

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Beat the Shift Podcast – End of Season Recap Episode

The End of Season Recap Episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

The focus of this podcast is on fantasy baseball strategy.

Today, we look back at the topics and highlights of our season-long coverage, and give thanks to all those that made our show extraodinary this year.

 

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Beat the Shift Podcast – Live Episode from First Pitch Arizona 2021

The Live Episode from First Pitch Arizona 2021 of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Derek Carty

What’s new in THE BAT X for 2022?

Strategy Section

  • Risk
    • How to deal with injury risk
    • How to discount for binary risk
    • Low risk players / consistent players
      • Injury Guru’s Trivia of the Week
    • Categorical Risk
    • Replacement Level Risk
    • Ace Pitcher Risk – Should you draft pitchers in the first few rounds?
    • Stacking Risk – Doubling up in one league vs. spreading out in two different leagues
  • Auction
    • Spread the Risk vs. Stars & Scrubs
      • League depth matters
      • Grab value in every price tier
    • The value at the corner infield position
    • The Joey Votto nomination strategy

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Automated Surge and Slump Detection with Rolling Charts

This season I went add/drop crazy. I made 344 moves (adds/drops/trades). The next highest person in my league made 167. There were times when it was so incredibly uncomfortable to drop a quality player, releasing him to the waiver wire. When sharks are circling the boat, it’s not a good time to take a dip. However, as I’ve mentioned many times before, one of the leagues I care most about is a shallow 10-team, 5×5 roto league where turning and burning is almost a requirement, and turn and burn I did!

All season I was looking for indicators that would predict small clumps of player performance. xwOBA did a tremendous job of evaluating in-season talent. But, this offseason I will be looking for more ways to catch those small clusters of player performance that seem to elude me. When MLB The Show releases its monthly awards I’m usually like, “What? Really? How did I miss that?” To be fair, those players were usually rostered during that time, but it’s the ones that sneak onto the list that I’m trying to create a system for.

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Finding Arozarena

You remember sorting baseball cards, right? You sorted them on anything; career stats, teams, season, jersey color. You got your sticky fingers all over those glossy, fresh pieces of thin cardboard and you just sorted away. Let’s think of a clustering algorithm called k-means clustering as that 8-year-old card sorter, only with a set of instructions. “Hey kid, here’s a bunch of cards from the last month of the season, back in 2020. Rather than your typical stat-lines, these cards show each player’s change in batted-ball and plate discipline from the first half of the month to the second half of the month. Here, take a look at Randy Arozarena”:

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Beat the Shift Podcast – Season Wrap-Up Episode w/ Ian Kahn

The Season Wrap-Up Episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Ian Kahn

Most memorable moments of the baseball season

Strategy Section

  • Which is more important at the draft – Having better knowledge of the players, or better valuation & auction/drafting skills?
  • Which is more true?
    • Leagues are won on draft day vs.
    • Leagues are won with great in-season moves & pickups
  • Injury Guru’s Trivia of the Week
  • Do you have to walk away with speed in the first few rounds?
  • The Case for An Ace – Do you need to walk away with an ace (or two aces) in the first few rounds?
  • Is it worth paying up for a super elite catcher (Salvador Perez / J.T. Realmuto)?
  • Is it worth paying up for closers?
  • Can you wait on corner infielders?
    • Should you disregard positions in the first few rounds?

Our successes and failures in 2021

Sandy Alcantara – Is he a top 10 pitcher for 2022?

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