Archive for Projections

Inter-Projection Volatility & The ATC Projections

The 2021 ATC Projections have arrived at FanGraphs!

The Average Total Cost projection system (ATC) gets its name from the fact that it “averages” many other projection systems together. ATC also happens to be my initials.

ATC is a “smart” projection aggregation model. While most other aggregation systems typically apply equal weight to all underlying data sources, ATC assigns weights based on historical performance. The method is similar to what Nate Silver does with his political forecasting at www.fivethirtyeight.com. Read more about how ATC works in last year’s introductory ATC article.

ATC’s advanced methods have paid off. Last year, FantasyPros ranked ATC as the most accurate baseball projections, even more accurate than their own. Annually, I conduct my own projections review using a game theory method, which has consistently shown that ATC has outperformed other projections. You can read the results of last year’s study here.

Starting this year, ATC will include three new volatility metrics to be described later in this article. Aside from introducing the concepts behind these new metrics, we will also discuss how a fantasy manager might use them in practice.

First, let’s quickly remind everyone on where to find the ATC projections at FanGraphs.

Viewing ATC

There are currently three ways to view and utilize the ATC projections on the site.

  • Full Projections
  • Individual Player Pages
  • Auction Calculator

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Introducing Batter xHR/FB Rate, Version 4.0: The Equation

At last, it’s finally time to unmask xHR/FB v4.0! If you want a refresher on how we got here, review my xHR/FB history and v4.0 research and then check out the correlations of a variety of metrics that may or may not predict HR/FB rate.

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Introducing Batter xHR/FB Rate, Version 4.0: The Correlations

Yesterday, I shared the history of my xHR/FB rate equation and the first pieces of research on my journey toward developing Version 4.0. Today, I’ll discuss a myriad of correlations for a myriad of metrics and how those calculations helped me determine which would win a spot in my final equation. Fun!

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Introducing Batter xHR/FB Rate, Version 4.0: The Research

If it’s really true that Chicks Dig the Long Ball, then how do they feel about the nerds trying to figure out who will hit those long balls and how many of them they will hit? As fantasy owners, the home run is the ultimate result of a hitter’s plate appearance. It counts for a homer, obviously, but also a run scored, at least one run batted in, and a 1.000 batting average. Unfortunately, a hitter can’t also steal a base while rounding the bags on his trot home, but contributions in four of five categories in just one plate appearance seems good enough. Because of the value of a home run, accurately projecting them is one of the keys to a fantasy championship. Luckily, I’ve spent six years trying to do just that.

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Beat the Shift Podcast – Middle Infield Episode w/ Rick Wolf

The Middle Infield Episode of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Rick Wolf

Strategy Section

  • Fantasy Baseball Partners
    • Advantages & Disadvantages
    • What makes a good partnership?
    • How to divide up tasks & responsibilities.

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Bad Hitters With an Early ADP

In 2019, I participated in AL LABR and struggled to stay out of the cellar. Coming out of the auction, I thought I would accumulate too many stolen bases but could trade one of Mallex Smith or Dee Strange-Gordon. I ran into the simple problem, they played themselves out of their jobs. From that point forward, I told myself “I will no longer rely on sh##ty baseball players”. Talent declines during a draft, but I don’t want a core piece of any team demoted to the bench or the minors. I’m going to examine a few hitters drafted in the first 10 rounds and fall into this playing time trap.

Looking back at Smith and Gordon, I should have had an inkling that they’d disappoint. Going into the season, Steamer projected Smith for a .695 OPS and Gordon for a .664. For the 2020 edition of The Process (after the fact research), I researched the production level needed to keep a hitter in a lineup. Depending on the player’s defensive ability and position, the average production level that gets a hitter demoted is between .600 OPS and .650 OPS with the average being around .635 OPS. The following chart shows the chances a player’s in-season OPS may drop to knowing their projected OPS.
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Beat the Shift Podcast – Starting Pitcher Episode (Part I) w/ Paul Sporer

The Starting Pitcher Episode (Part I) of the Beat the Shift Podcast – a baseball podcast for fantasy baseball players.

Guest: Paul Sporer

Strategy Section

  • How many pitchers will throw 200 innings in 2021?
  • Pitcher ramp up from the 2020 short season.
  • Pitchers returning from injury (Chris Sale / Noah Syndergaard / Luis Severino)
    • How do you project innings for 2021?
    • How do you assess their fantasy value?
    • What leagues are these players more (or less) valuable?
  • Super Elite Pitchers (Jacob deGrom / Gerrit Cole / Shane Bieber)
    • How far should the trio be pushed up in drafts?
    • Which hitters should be drafted ahead of the super elite starters?
      • Does the format make a difference?
  • Pitching Strategy in 2021 – Snake Drafts vs. Auctions

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The Sleeper and the Bust Episode: 882 – Interesting Steamer Projections

1/15/21

The latest episode of “The Sleeper and the Bust” is live. Support the show by subscribing to Fangraphs! With a standard $20 membership, you help maintain and improve our database of stats and graphs as well as our staff of 8 full-time employees and over 50 contributors. The premium ad-free membership at $50 year supports site growth and also includes faster load speeds and better site performance. You can also support monthly for just $3.

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2021 STEAMER GEMS

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Late-Round Evaluations: Mills, Wacha, Wilson, and More

I’m continuing my attention on fringe starters. They are the starters who once the season starts, managers are going to have to make a quick decision on adding or dropping. These pitchers will be in play all season. I’m using NFBC’s ADP and starting at the bottom and selecting any starter drafted by half the teams. Here is an evaluation of eight more starters (Part 1, Part 2, Part 3, Part 4, Part 5, Part 6, Part 7, Part 8).

#523 Bryse Wilson

I’m a little surprised Wilson is being drafted this high (i.e. at all). In 42 career innings over three seasons, he has a 5.91 ERA supported by a 5.3 BB/9. He has been unplayable. I could just go through the plethora of negatives, but instead, I’ll state the few positives (career numbers).

  1. He was decent in AAA in 2019 with a 3.42 ERA and 1.21 WHIP over 121 innings.
  2. A 94-mph four-seamer with a 10% SwStr% and a popup inducing 32% GB%.
  3. A 93-mph sinker with a 11% SwStr% and 73% GB%.
  4. And what looks like an average changeup (12% SwStr%).

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2021 Pod Projections: Ha-seong Kim

Although the year just flipped to 2021, it’s already Pod Projections time! The 2021 forecasts are not available yet, and it’s looking likely that I’ll have more time to finish them once again, just like last year. So consider this an early preview to whet your appetite, for a hopefully longer season than in 2020, even if we don’t return to a 162 game schedule. As usual, I’ll dive into my projection methodology (detailed in Projecting X 2.0) by sharing my process on several hitters and pitchers.

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