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Player Valuation Tip #5: Using xFantasy, the xStats projection system

Tip #1: Know where player values come from
Tip #2: Set your Hit/Pitch split
Tip #3: Value your Picks and Make Preseason Trades
Tip #4: Draft with tiers

Back in December, I introduced “xFantasy” through a series of blog entries over at the FanGraphs Community blog. At its inception, xFantasy was a system based on xStats that integrated hitters’ xAVG, xOBP, and xISO in order to predict expected fantasy production (HR, R, RBI, SB, AVG). The underlying models are put together into an embedded “Triple Slash Converter” in Part 2. Part 3 compares the predictive value of xFantasy (and therefore xStats) vs. Steamer and historic stats, ultimately finding that for players under 26, xStats are indeed MORE predictive than Steamer! Those three pieces served as a starting point for what would eventually be included in this year’s Big Board as the xFantasy projection system, which has since been covertly expanded to pitchers, translating scFIP, xBACON, xOBA, xK% and xBB% into xFantasy pitcher stats (more info coming soon). Until now, I’ve included it in the Board without much in the way of explanation, so today is my first stab at that, with the hopes of also offering some recommendation of how fantasy players might apply xFantasy in their efforts to prepare for upcoming drafts this spring.

Player Valuation Tip #5: Using xFantasy, the xStats projection system Read Post »

Can xFantasy beat the projections?

Last month, I introduced the xFantasy system to these venerable electronic pages, in which I attempted to translate Andrew Perpetua’s xStats data for 2016 into fantasy stats. The original idea was just to find a way to do that translation, but I noted back then that the obvious next step was to look at whether xFantasy was predictive. Throughout last season, I frequently found myself looking at players who were performing below their projection, but matching their xStats production, or vice versa, and pondering whether I should trust the xStats or the projections. Could xStats do a better of job of reacting quickly to small sample sizes, and therefore ‘beat’ the projections? Today, I’ll attempt to figure that out. By a few different measures, Steamer reliably shows up at the top of the projection accuracy lists these days, and so in testing out xFantasy, I’m going to pit it against Steamer to see whether we can beat the best there is using xStats.

Can xFantasy beat the projections? Read Post »

Triple Slash Converter

More info to come in a forthcoming Fangraphs Community post… You can use the tool below to convert a projected triple slash line (AVG/OBP/SLG) to a fantasy line (HR/R/RBI/SB/AVG).   A few optional things can be used to improve the projected fantasy line… Batting order: Must be an integer between 1 to 9. Determines overall

Triple Slash Converter Read Post »

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