This year’s edition of the Fantasy Baseball Process by Tanner Bell and myself is finally completed and the e-book is now available for sale (the paper version will be available at Amazon in a few weeks). We added over 50 pages of new material (link to list), cut out some info we felt was not needed, and included the historic standings and Standing Gains Points formulas to help with planning the 2020 season.

Before I move along to some of the highlights, I’d like to thank Dylan Higgins for the editing, Jared Cross for the Steamer projections, Clay Link for the introduction, Rob Silver for giving it a read over, and especially Tanner for hours and hours spent grinding through all the new changes.
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There is no need to beat around the bush with an intro full of cliches and examples. Simply does playing in the postseason wear down a player enough to effect their next season’s production?

Simple answer: Not really.

Less simple answer: Some with hitters, not at all with pitchers.

Complex answer: Danger math.

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For a while, I’ve been trying to have other people do my research for me with no luck. I figured with all the smart minds in the stock market and other securities, some method would line up. It really didn’t for the fact that everyone could basically buy or sell as much of every available option to everyone. Some hedge funds or Warren Buffett could buy up an entire asset, but basically it was tough for stocks to run out.

I needed to find a limited asset class where one unique asset (house) and several buyers determine its value. That is why I eventually got to looking into real estate. Most of the public literature involves how to get loans and fix up the house. There is surprisingly little on actually determining a property’s value. So far I’ve only gone to the library and the local book stores to find information since most books are completely useless with nothing beyond, buy low, sell high. I’m not wasting my time and effort on ordering a bunch of books.

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When I wrote my article on disappointing 2019 hitters, the data diverged from expectations in one subset of hitters. Injured players dominated the list but they also saw a huge drop in their production to the tune of about 100 points of OPS. While the season-to-season OPS values are never exactly one-for-one, a 100 point dropped is huge especially since the league’s overall OPS jumped 30 points last season. I needed to dig in.

It’s going to get a little nerdy as I have to explain how I examined the data. To try to minimize the pre and post-injury production from the investigation, I only looked at players who were placed on the IL in March or April. Little if any of their production should have been before the injury. A second reason was to help project hitters who are dealing with offseason surgeries (e.g. Adalberto Mondesi). So, over the past 10 seasons, 627 hitters met these criteria.
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It’s time for the final installment of “Why We Missed”. The breakout pitchers and hitters are done along with the disappointing pitchers so it’s time to dive into hitting busts.

To determine who disappointed, I collected the information on any hitters who saw more than a $10 decline in value from their draft-day price. I didn’t want to just use the difference in ranks because the gap from #1 to #15 could be over $10 but the difference between #250 to #300 might just be $1. I only analyzed the hitters who had a positive draft day value.
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After looking at the pitchers and hitters who exceeded expectations, it was time to examine the players who didn’t live up to their ADP. I had a good idea this list would be loaded with pitchers who missed a ton of time and I was correct. Of the 48 pitchers featured, 39 spent time on the IL at some point last season.

To determine who disappointed, I collected the information on any pitcher who saw more than a $10 decline in value from their draft-day price. I didn’t want to just use the difference in ranks because the gap from #1 to #15 could be over $10 but the difference between #250 to #300 might just be $1. I just analyzed the pitchers who had a positive draft day value.

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A couple of weeks back, I examined why the industry might have missed on some breakout hitters. It was tough to find anything actionable with the hitting breakouts. It’s now time to see any useful information that can be extracted from the pitching side.

I collected the information on any pitcher who finished the season with positive production in a 15-team league and saw more than a $10 jump in value from their draft-day price. I didn’t want to just use the difference in ranks because the gap from #1 to #15 could be over $10 but the difference between #250 to #300 might just be $1. In all, 46 pitchers made the cut

There were several more categories than hitters butseveral are actionable. One item I ran into was an issue with where to draw a line with the change. Bradley Newman pointed out the mechanical changes Giolito went through to see his production drastically improve.

https://twitter.com/PhillyStars27/status/1187056648877154305

The changes were the root cause but if his plate discipline stayed the same, the adjustments wouldn’t have mattered. Also, it’s tough for the average fan to find out about these adjustments in real-time. The linked article was taken from late-May after Giolito was already universally owned. It was useless for any fantasy owner.
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The following tidbits are the most fantasy-relevant news I’ve found so far this offseason.

• Lots of information in this article to consider about Shohei Ohtani. One item that finally clicked with me was that his late-season injury was a knee issue.

Ohtani, though, proved he’s still a strong hitter, batting .286/.343/.505 with 18 homers and 62 RBIs in 106 games, but he saw his season end on Sept. 11 after undergoing surgery to address a bipartite patella in his left knee. The injury began to flare up in Spring Training, but Ohtani played through it, as it mostly only affected him as he ramped up his throwing program off the mound.

Tommy John recoveries need to get their new tendon from somewhere and it’s usually the knee. I wonder if the knee wasn’t healed from the elbow operation.

Also, his 2019 value seems limited by just pitching once a week and batting in just half the games.

Ohtani remains on track to return to two-way status in 2020, as he’s expected to pitch once a week and serve as the DH roughly three to four times a week. But he has to get his rehab done with both his knee and elbow this offseason, as he’s yet to fully complete his throwing program.

He is expected to be cleared to finish his throwing program in December and the hope is that he’ll have enough time to be ready for the start of the season. Ohtani is likely to be behind the other pitchers early in Spring Training, but it’s still too early to know the full plan heading into next year.

He’ll be limited to about 25 starts and in weekly lineup leagues, he’s just a half-time bat. Owners in bi-weekly lineup moves (e.g. NFBC leagues) can hope he hits during one of the two weekly blocks and not split time.
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Note: For my next few articles, I’m going to examine the hitters and pitchers who underperformed and overperformed in 2019. Each article may spawn off others since some areas may need to be explored in more detail. After performing horribly in 2019, I need to take take a hard look at why I missed last season and what I can do to improve.

I’m going to start with the one player class every owner hopes to hit on, breakout hitters. A couple of these cheaply acquired star hitters can help carry a team. It could be a prospect turned uber-prospect (e.g. Pete Alonso) or just a hitter displaying new skills (e.g. Ketel Marte). I’m going to dig into the reason these breakouts were not draft-day targets and look for any common themes.

To get the test subjects, I ran our auction calculator for end-of-season production and then compared the auction dollars to the values created from their ADP. I didn’t want to just use the difference in ranks because the gap from #1 to #15 could be over $10 but the difference between #250 to #300 might just be $1. Using this method, I found 62 hitters who outperformed their value by $10 or more.
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I knew the final prediction result tally was going to be rough but it was worse than expected.

Note: I used the default league setting in our auction calculator to determine the final ranks.

1. Jung Ho Kang will be a top-10 starting third baseman by season’s end.

Whoa, not a good start. I’m not even sure if he was a top-10 third baseman on his own team.

0 for 1
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