The Ket to a Winning Streak
CSEF · 2008 Mathematics & Software
Overview
Objectives/Goals The object of this project is to identify the most significant baseball statistic associated with winning streaks. Methods/Materials Winning streaks were identified in the 2006 and 2007 season using the website <www.mlb.com>. The four categories Batting Average, Runs Scored, Earned Run Average, and Errors were calculated during the winning streak and the whole season. The statistics during the winning streak were compared to the season average using the T-test, which required data values such as mean and standard deviation. Results The Earned Run Average was most significantly associated with the winning streak in 74% of the winning streaks. Whereas the other three categories (Batting Average, Runs Scored, and Errors) were less than 44% significantly associated with the winning streaks. Conclusions/Discussion The team Earned Run Average is the most significant statistic in relation to a winning streak.
Summary statement
This project examines the statistical significance of baseball parameters during winning streaks
Help received
I recieved help from supervisor Mr. Schwab for ideas on statistical analysis. My parents purchased posterboard and binder.
Competition history
- CSEF 2008
Resources
Related projects
CSEF · 2002
Streaks in Baseball: A Matter of Chance?
ISEF · 2014
The Secret Formula
CSEF · 2006
What Makes a Team Win More or Fewer than Pythagorean Expectation?
CSEF · 2016
The Science Behind Moneyball
CSEF · 2015
Watch the Curve: Using Statistical Modeling to Predict the Next Baseball Pitch
CSEF · 2012
Scouting vs. Sabremetrics
ISEF · 2017
Determining Optimal Pitch Selection Using Run Values and PITCHf/x Data
CSEF · 2008
What Really Makes a Hitter's Ballpark? An Analysis of the Effect of Field Area on Baseball Offensive Statistics
Closest projects by meaning, across every fair and year in the corpus.
Browse more like this
Source: California Science & Engineering Fair public projects