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Posted onAugust 31, 2023August 31, 2023Baseball

Great Pitching Beats Great Hitting…or Does It?

by jdashbrock

The common wisdom is that great pitching beats great hitting. This line of thinking becomes especially true as the calendar turns towards October and the…

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Posted onAugust 26, 2023August 26, 2023Baseball

What is ERA in Baseball and Pitching Stats Explained

by jdashbrock

One of the most used statistics in baseball is ERA or earned run average. It is often used (along with WHIP) as a quick look…

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Posted onJuly 22, 2023July 22, 2023Fantasy

Fantasy Football Four Factors System for Player Ratings

by jdashbrock

Ranking fantasy players requires aggregating lots of different types of information. In this article we introduce our four factors fantasy football strategy to help capture…

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Posted onJuly 11, 2023July 11, 2023Betting

Horse Betting 101: How to bet on Horse Racing

by jdashbrock

There are many different types of bets in horse racing. This can make knowing how to bet on horse racing difficult. In this article we’ll…

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Posted onJuly 7, 2023July 7, 2023Uncategorized

What is a Disaster Draft?

by jdashbrock

One of the most bizarre concepts in sports is a disaster draft. It’s macabre to consider; the idea that a professional sports team could lose…

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Posted onJune 25, 2023June 25, 2023Baseball

Intro to Time Series and Sports

by jdashbrock

In many real life applications – stock markets, weather modeling, and sales forecasting to name a few – data has a natural sequential ordering that…

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Posted onJune 15, 2023June 15, 2023Basketball

AUC & ROC Curves Explained

by jdashbrock

In machine learning and predictive statistics, the name of the game is maximizing prediction accuracy (true positives/negatives) while minimizing error (false positives/negatives). Both ROC Curves…

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Posted onJune 4, 2023June 4, 2023Baseball

Multiple Comparisons Problem and Baseball Statistics

by jdashbrock

One of the most fundamental statistical concepts is the idea of statistical significance. Statisticians learn how to conduct hypothesis tests to determine whether or not…

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Posted onApril 22, 2023April 22, 2023Mathematics

What is XGBoost and a Python XGBoost Tutorial

by jdashbrock

If neural networks dominated the early 2010s, no algorithm dominates modern machine learning discussions like XGBoost. XGBoost is a wildly powerful variant on decision trees…

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Posted onApril 19, 2023April 19, 2023Uncategorized

Show don’t Tell with Matplotlib Animations and ImageIO

by jdashbrock

I’ve often found that the best way to convey information is through animations, not static images. In particular, knowing how to make a GIF in…

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