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

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Title:

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

Url:

http://jse.amstat.org/v10n2/datasets.cochran.html

Creator:

Cochran, James J.

Publisher:

American Statistical Association
Louisiana Tech University

Description: 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.

LC Classification:

Geography. Anthropology. Recreation -- Recreation. Leisure -- Recreation. Leisure -- Sports -- Ball games -- Baseball
Science -- Mathematics -- Mathematical statistics -- Addresses, essays, lectures
Science -- Mathematics -- Mathematical statistics -- Multivariate analysis -- Regression analysis. Correlation analysis
Science -- Mathematics -- Mathematical statistics -- Study and teaching. Research

GEM Subject:

Mathematics -- Statistics

Key Concept:

Mathematics -- Correlation
Mathematics -- Statistics

Date Issued:

2002

Resource Type:

Dataset
Reference Material
Instructional Material
Instructional Material -- Instructor Guide/Manual

Format:

Document -- HTML

Audience:

Educator
Learner

Education Level:

Higher Education
Higher Education -- Undergraduate (Lower Division)
Higher Education -- Undergraduate (Upper Division)
Higher Education -- Technical Education (Upper Division)
Higher Education -- Technical Education (Lower Division)
Vocational/Professional Development Education

Language:

English

Rights:

James J. Cochran

Access Rights:

Free access

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Source:

CAUSEweb

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