Archive for Projections

A Batter’s Hard Hit Angle: Introduction

I had no idea who Dylan Moser was. In all respects to Dylan and his family, I still don’t. When I saw an article about him come through my feed, I was interested in how Tanner Stokey described Driveline Baseball’s evaluation of Moser. While Driveline has its own advocates and critics, it pushes the research bounds so I wanted to see what they considered important about Mr. Moser. Immediately, I saw this little nugget.

The “Average Hit Angle of Hard Hit Balls” caught my eye and I’ve been investigating its implications ever since.

Determining and finding the effectiveness of a hitter’s launch angle spread has been investigated several times in the past. Andrew Perpetua pointed out the importance of High Line Drives (a close cousin to Barrels) and how too much of an uppercut can hurt a player’s production. Alex Chamberlain and Brock Hammit both found a link between the standard deviation in launch angle and increased production.
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Innings Per Start Analysis: Intro and Suspect Arms

I’m annoyed hearing and reading about how all pitchers will throw just as many innings as the aces in a shortened season. I could see the starts possibly being the same since the younger pitchers won’t wear down and need a phantom IL stint or start skipped. The deal is, if Justin Verlander and Julio Urias make the same number of starts, Verlander is going to throw a ton more innings, accumulating more Wins, and his elite rate stats will be better.

In 101 starts over the past three seasons, Verlander has thrown over 101 pitches 72 times and made it to 5 IP for to be eligible for a Win 95% of the time. Urias has never thrown over 100 pitches and in his starts and only reaches 5 IP in only 46% of them. The extra innings are going to be huge and help boost Verlander’s chance for a Win and boost the impact of his elite rate stats. I’m going to highlight the starters who can be counted on for a few more innings for an advantage in this shortened season.

I’ve backed off guessing what type of season is going to be attempted. Each week there seems to be a new plan that gets “leaked”. I don’t want my valuations to be influenced by some Florida-Arizona rankings but teams end up playing in their home parks. There is one known item, the season will be condensed and some pitchers won’t be on season-long innings limits. Also, a short second Spring Training may have some pitchers building up their arms into the season. For these reasons, I’m planning on targeting pitchers who have historically gone deep into games.
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2020 LABR Mixed Auction Recap Part II

The following is the second part of my 2020 LABR Mixed Auction recap. You can read Part I of my recap here. This was the inaugural season of the new LABR Mixed Auction league, and my very first expert auction league.

In my Tout Wars recap series, I talked about how to adjust projections for a particular league format, the proper hitter/pitcher splits to use, and how to create a market pricing curve. I also discussed at length about how to scout your opponents, and to use it to your advantage.

In Part I of my LABR recap, I talked about how to create an initial plan, and how to set an auction budget.

Today’s article will focus on a topic that is barely discussed in the fantasy community. However, I believe it to be a large key in managing your auctions, and crucial in the quest to accumulate the most fantasy value at the draft table. I am referring to player nominations.

Tactics is to know what to do when there is something to do and strategy is to know what to do when there is nothing to do”. – Gary Kasparov

If fantasy baseball drafts are akin to a game of checkers, auctions are in many ways a multi-player game of chess.

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ADP Draft: Rounds Five to Eight

After setting up the parameters in my last article and running through the first four rounds of the draft, it’s time for another four rounds of pitting the various ADP systems against each other.

I might as well dive in and here are the picks.
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2020 LABR Mixed Auction Recap Part I

I do not believe in authoring the typical expert draft recap article. I do not believe in writing a recap simply to illustrate one’s favorite players, or as a means to boast about one specific draft outcome. I do not believe in only going through a few undervalued players for the given year which happen to appear on that particular fantasy squad. I do not believe in writing recaps just for the heck of it.

I believe in imparting important lessons that one can take to their own drafts. More importantly, I prefer to communicate wisdom by talking through my process and preparation. I like to discuss various elements of strategy that can be of help to the astute fantasy player – which can be used in any given year.

I hope that in my draft recap series of articles, but especially in this 2020 season in limbo – you will be able to adapt and add many of my strategy components to your arsenal of fantasy baseball tricks.

For the TGFBI draft recap this year, I related the time-specific hitting and pitching landscapes of 2020. In my recap of the 2020 Tout Wars Head-to-Head auction, I provided insights into the process of preparing your own valuations and how to assemble comparative market pricing. I also discussed (at length) how to use your opponents’ tendencies to your advantage.

For my recap of the LABR Mixed auction, I will focus on a few critical strategy aspects:

  • Setting an auction budget
  • Developing a plan
  • Auction nominations

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The GMs: Single Season Hitter Projections

I’ve spent the last few articles releasing new projections. Today is no different and piggybacks off Monday’s article on single-season based pitcher projections or the GM’s. Today, it’s the hitters’ turn.

While the inspiration for these projections started with Giolito, I found I wanted the same dataset available for hitters. I took the players’ 2019 stats and regressed them to the league’s average rates and added in an aging factor. Finally, I prorated everyone to 600 PA.
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StatCast-Only Based Projections: Hitters

With the season delayed, I’ve had time to dive into some shelved projects including creating some unique projections. Today, I’m going to introduce my StatCast hitter projections.

I created the projections with inspiration from “The Model Thinker” by Scott Page.* The author states, “do not put too much faith in one model”. To further explain this stance, he states:

“The lesson should be clear: if we can construct multiple diverse, accurate models, then we can make very acurate predictions and valuations and choose good actions.

Keep in mind, these second and third models need not be better than the first model. They could be worse. If they are a little less accurate, but categorically (in the literal sense) different, they should be added to the mix. “

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Tout Wars Head to Head Points League – 2020 Recap – Part II

The following is the second part of my 2020 Tout Wars Head-to-Head Points League recap. You can read Part I of my recap here.

For the second straight year, I had the honor and privilege of participating in one of the most prestigious fantasy baseball industry leagues – Tout Wars (toutwars.com). This was my very first live Tout Wars auction. Due to the COVID-19 outbreak, we drafted online on the Sunday of March 15, 2020.

In Part I of my recap, I discussed the league rules, some of the homework that I had done on last year’s auction results, and how I obtained my auction values. I also talked about some of my other adjustments made due to the postponing of the MLB season.

Part II of my recap will be different than the typical recap article you tend to see. It will certainly differ from my usual writing style.

In today’s article, I will go through some of the intel that I had gathered on my opponents. I will dictate to you what I was looking for from the other touts and how I picked up on particular strategies during the auction. I will talk about what went right for me at the auction table and what went wrong. Finally, I will give a brief overview on my player selections.

The Touts

Well, I’m not sure that I would call members of the Tout Wars Head-to-Head Points my enemies. However, they most certainly were my opponents … at least for that Sunday afternoon in March. The quote above has appeared in folklore from many cultures, and of course, was one of the great lines of the movie “The Godfather.”

Fantasy baseball is largely about the numbers. If you often read my articles, you likely already know the importance that I place on projections and valuation.

Almost as important … perhaps even more important … is knowing your opponents. It is an advantage to be aware of the types of players that they bid on, how high they press bids, whether they nominate players they want to buy, the typical construct of their fantasy squads, etc.

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Tout Wars Head to Head Points League – 2020 Recap – Part I

Introduction

This year, I again had the great fortune and the amazing honor of being invited to one of the most prestigious fantasy baseball industry leagues – Tout Wars (toutwars.com). It was my second year participating in Tout Wars.

Last year, I was a member of the inaugural Tout Wars Draft & Hold league. This year, I was invited to take part in one of the four live auctions – the Tout Wars Head-to-Head Points league. It was originally scheduled to be held live in Midtown Manhattan on Sunday, March 15.

Unfortunately, due to the COVID-19 outbreak, we were unable to hold this auction live. Though the NFBC had chosen to cancel their live auctions, and many of my home leagues agreed to postpone – the Tout Wars board had decided to proceed onward. Rather than postpone – all four remaining Tour Wars leagues competed online, with Fantrax as the provider platform.

Aside from the benefits of the social aspect of a live auction (one of the key reasons we do this in the first place), we lose many of its intangible aspects when moving to the online arena. You can no longer look a league mate in the eye as they bid. It is much harder to pick up on ‘tells’ by simply reading out your computer monitor. The art of using my voice to hypnotize others goes away (yes, that’s right – I said hypnotize). It isn’t the same.

Personally, I have played in many online auction leagues. It was a dynamic that I was used to, and I have previously played on the Fantrax software. My home office setup is quite decent for an online auction. I use two 27-inch monitors, plus a side 15-inch auxiliary monitor. I used one screen to see the auction room. One screen contained my homemade draft software. Displayed on the third monitor was my plan of attack for the day. Technologically, I was primed for the event. Perhaps, this medium of fantasy baseball drafting was even an advantage for me.

You can view the results of our auction on Fantrax here. Full spreadsheet results of all Tout Wars auctions and drafts are compiled here.

For Part I of my Tout Wars auction recap, rather than simply break down my player selections – I wanted to share with you some of my process and preparation. I might comment about one or two of my player selections along the way, but I thought that you – the reader – would benefit more from a discussion of my approach and from my overall observations.

Both in fantasy sports, as well as in real life – the process is always more important than the specific or situational results.

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Ariel Cohen’s 2020 TGFBI Recap – Pitchers

In my previous post, I looked at the hitting landscape for The Great Fantasy Baseball Invitational (TGFBI) drafts. I also analyzed my own personal team from league #14, which was dubbed as the “league of death.”

Onto the pitching …

General Observations

Starting Pitchers

Let’s first compare starting pitcher ADPs from the past two seasons of TGFBI.

Average Draft Position (ADP) for 2019 Elite Starting Pitching
Rank Player ADP Min Max
1 Max Scherzer 6 3 11
2 Jacob deGrom 11 6 15
3 Chris Sale 11 5 16
4 Justin Verlander 21 14 25
5 Gerrit Cole 24 15 27
6 Aaron Nola 26 16 34
7 Corey Kluber 26 16 34
8 Blake Snell 29 22 35
SOURCE: 2019 TGFBI ADP

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