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George Mason University

2016-2017 University Catalog

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2016-2017 University Catalog

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STAT 525 - Nonparametric Statistics and Categorical Data Analysis

Credits: 3
Not Repeatable for Credit
Offered by Statistics

Introduction to nonparametric methods and categorical data analysis. Topics include tests for one-sample, two-related samples, and two independent samples; concepts of nonparametric ANOVA; tests for proportions; chi-squared tests, log-linear models, and contingency tables; goodness-of-fit tests; correlation and association analysis; nonparametric regression including logistic and Poisson regression; and bootstrapping, jackknifing , and cross-validation.

Prerequisite(s): STAT 535, STAT 554, or equivalent.
Notes: Offered concurrently with STAT 465. Students may not receive credit for both ST AT 465 and STAT 525.
Cannot be used to satisfy requirements for MS in Statistical Science.

Schedule Type: LEC
Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0
When Offered: Spring

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STAT 525 - Nonparametric Statistics and Categorical Data Analysis