Performing analysis on dataset of active MLB players in R
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Updated
Feb 2, 2024 - R
Performing analysis on dataset of active MLB players in R
A set of simple analyses looking at various facets of no-hitters
Windows GUI program for viewing individual baseball game stats
Exploratory Data Analysis Project
This repository contains an application for comparing home-runs between players across the years.
An inferential test of the predictive ability of fWAR after making an array of changes to the equation
Automated bot and dashboard for posting MLB players that had only HRs, BBs, and Ks in their most recent games
Beat the Streak - MLB Hit Predictor: Determine the baseball players most likely to get a hit on a given day
Determines the best batting order for a team by simulating games. Player plate appearance data from Baseball Savant.
Displays current lineup for the Atlanta Braves including some other basic stats for each player.
A Python program that uses Scrapy to scrape baseball statistics from https://baseballsavant.mlb.com to use to calculate players that should start improving or getting worse.
Website that displays my daily predictions for baseball players, specifically hitters. It shows my top five picks for hitters that I think will do well, and my top five hitters that I think will do poorly.
A Neural Network model that can predict the probability of a pitcher earning more than 2.5 strikeouts, more than 3.5 strikeouts, all the way to 9.5.
Baseball Analytics DRP Winter 2023 - Predicting SO%
A consolidate baseball database for simulation and exploration
Baseball repository for my original research
Analysis of MLB pitchers and what factors influence a pitcher's FIP. Bayesian Ridge Regression is used to determine which covariates are most important. The model is fit using both hand written MCMC algorithms and Stan.
Python scripts dedicated to determining the height and weight of the average MLB player as well as the height and weight which yield the most successful major leaguers.
Experimenting with Predicting Pitch Sequences. Haven't seen much on this topic published online that achieves a reliable result
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