Archive for Projections

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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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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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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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.

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Let’s dive into another Pod Projection! As a reminder, the 2020 forecasts are available now and include over 500 player lines. The projections follow the same process that resulted in the most accurate non-aggregate system of 2019 as calculated by FantasyPros.

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Let’s dive into another Pod Projection! As a reminder, the 2020 forecasts are available now and include over 500 player lines. The projections follow the same process that resulted in the most accurate non-aggregate system of 2019 as calculated by FantasyPros.

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Last Thursday, I identified and discussed six starting pitchers that my Pod Projections forecasted a significantly better ERA than Steamer. Now let’s turn to the starting pitchers my projections are forecasting a significantly worse ERA than Steamer. It is important to note that I’m clearly projecting a better run environment than Steamer, so there are far fewer pitchers I’m projecting a worse ERA for.

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Yesterday, I compared my Pod Projections to Steamer in the stolen base category and identified and discussed five hitters with upside. Today, I’ll flip to the hitters I have forecasted for a lower rate of stolen bases than Steamer. I’ll stick to only including players projected for a reasonable number of plate appearances.

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Last week, I compared my Pod Projections to Steamer and calculated which hitters I was more bullish on and more bearish on for home runs. Today, I’ll do the same for stolen bases. Similarly to homers, I’m going to calculate a PA/SB rate first and then extrapolate that projection over 650 plate appearances so we’re only comparing stolen base projections and playing time forecasts don’t factor in.

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Our undervalued player series continues now with the final offensive scoring category for 2020 – Runs Scored.

For those of you that are new to this series – in each article, we uncover potential undervalued players by comparing the Steamer projections to the current NFBC ADP. So far I have gone through undervalued speedsters, power bats, outstanding batting average players as well as possible RBI Bargains.

In 2019, there were 60 players who scored at least 85 runs. There were 41 players who exceeded the 95 runs threshold, and 20 hitters scored at least 105. Four players managed to eclipse the lofty 120 runs plateau. Leading the majors were a pair of Red Sox – Mookie Betts (135) and Rafael Devers (129). Ronald Acuna Jr. of the Braves followed them with 127 runs.

Once again, just as in runs batted in, prospective projections are far more conservative than the final season long distribution. Steamer only projects one player – Mike Trout – to score more than 120 runs. Only four additional players are projected to score over 110 runs (Francisco Lindor, Mookie Betts, Christian Yelich and George Springer).

Teams that win fantasy leagues are often highly correlated with the runs scored category. Finding a few undervalued players that can help pad your fantasy team’s run totals is a worthwhile exercise. For this year’s analysis, I will focus on all players with a Steamer projection of at least 85 runs. This should give us several helpful players.

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