Challenging conventional wisdom is at the very core of baseball analytics. Using data and statistical analysis, the sets of rules by which coaches make decisions can be justified, or possibly refuted. One of those sets of rules relates to the construction of a batting order. Through data collection, data adjustment, the construction of a baseball simulator, and the use of a Monte Carlo Simulation, I have assessed thousands of possible batting orders to determine the roster-specific strategies that lead to optimal run production for the 2023 UConn baseball team. This paper details a repeatable process in which basic player statistics (available to almost any baseball program) can be used to evaluate and select batting orders that have never ...
Major League Baseball has been a catalyst for making decisions in sports and competition from a pure...
Play-by-play data is used to measure the value of a baseball hitter. A state of an inning is defined...
This manuscript details the implementation and validation of an open source probabilistic baseball e...
The purpose of my project was to look into a less explored area of baseball analytics, by analyzing ...
In baseball, teams are faced with a difficult dilemma every day: given a set of nine players, find t...
Baseball is one of the most statistically analyzed sports, simply due to the substantial amount of d...
In this paper, we look to answer specific questions about the game of baseball in the MLB. These que...
In previous studies for analyzing the batting order of baseball games, the order is evaluated by its...
Sacrifice bunting and attempting stolen bases are popular strategies in baseball. We set out to dete...
A baseball team\u27s offensive prowess is a function of two types of abilities: batting and baserunn...
The stateful nature of baseball has made it a prime candidate for exploring the topics of planning a...
Baseball, like most other sports, has a set of tenets that began early and have survived virtually u...
The MLB (Major League Baseball) has made multiple changes to the game of baseball recently to enhanc...
In this work we confirm a Markov chain model of baseball for 2013 Major League Baseball batting data...
In this paper, optimal batting order model with the effects of stealing, double play and batting ave...
Major League Baseball has been a catalyst for making decisions in sports and competition from a pure...
Play-by-play data is used to measure the value of a baseball hitter. A state of an inning is defined...
This manuscript details the implementation and validation of an open source probabilistic baseball e...
The purpose of my project was to look into a less explored area of baseball analytics, by analyzing ...
In baseball, teams are faced with a difficult dilemma every day: given a set of nine players, find t...
Baseball is one of the most statistically analyzed sports, simply due to the substantial amount of d...
In this paper, we look to answer specific questions about the game of baseball in the MLB. These que...
In previous studies for analyzing the batting order of baseball games, the order is evaluated by its...
Sacrifice bunting and attempting stolen bases are popular strategies in baseball. We set out to dete...
A baseball team\u27s offensive prowess is a function of two types of abilities: batting and baserunn...
The stateful nature of baseball has made it a prime candidate for exploring the topics of planning a...
Baseball, like most other sports, has a set of tenets that began early and have survived virtually u...
The MLB (Major League Baseball) has made multiple changes to the game of baseball recently to enhanc...
In this work we confirm a Markov chain model of baseball for 2013 Major League Baseball batting data...
In this paper, optimal batting order model with the effects of stealing, double play and batting ave...
Major League Baseball has been a catalyst for making decisions in sports and competition from a pure...
Play-by-play data is used to measure the value of a baseball hitter. A state of an inning is defined...
This manuscript details the implementation and validation of an open source probabilistic baseball e...