ERIC Number: EJ1031648
Record Type: Journal
Publication Date: 2013
Abstractor: As Provided
Reference Count: 13
An Introductory Application of Principal Components to Cricket Data
Manage, Ananda B. W.; Scariano, Stephen M.
Journal of Statistics Education, v21 n3 2013
Principal Component Analysis is widely used in applied multivariate data analysis, and this article shows how to motivate student interest in this topic using cricket sports data. Here, principal component analysis is successfully used to rank the cricket batsmen and bowlers who played in the 2012 Indian Premier League (IPL) competition. In particular, the first principal component is seen to explain a substantial portion of the variation in a linear combination of some commonly used measures of cricket prowess. This application provides an excellent, elementary introduction to the topic of principal component analysis.
Descriptors: Factor Analysis, Multivariate Analysis, Data Analysis, Student Interests, Team Sports, Athletics, Statistics, Correlation, Matrices, Performance Based Assessment, Competition, Undergraduate Study, Graduate Study
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Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education; Postsecondary Education
Authoring Institution: N/A