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Data Management, EDA, and Regression Analysis with 1969-2000 Major League Baseball Attendance

Data Management, EDA, and Regression Analysis with 1969-2000 Major League Baseball Attendance

This article, created by James J. Cochran of Louisiana Tech University, describes a dataset containing Major League Baseball data from seasons 1969 through 2000 and illustrates how this data can be used as a course long project covering basic data management, the use of exploratory data analysis to "clean" data, and construction of regression models. The set contains data such as: runs scored, runs allowed, wins, losses, number of games behind the division leader and attendance. This is a great lesson for anyone interested in the statistics of baseball. The data is in .dat format.
Keywords:
stem education, workforce development, technician training, advanced technological education
Disciplines:
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More about this material

Material Type:
Reference Material
Date Added to MERLOT:
July 18, 2016
Date Modified in MERLOT:
July 18, 2016
Author:
Submitter:
Barbra Bied Sperling
Hispanic Serving Institution
Primary Audience:
College General Ed, College Lower Division, College Upper Division, Graduate School, Professional
Technical Format:
Website
Mobile Compatibility:
Not specified at this time
Language:
English
Cost Involved:
No
Source Code Available:
No
Accessibility Information Available:
Unknown
Creative Commons:
No

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