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Undergraduate Statistics

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Undergraduate Statistics

2021 Spring Term

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3 Units

INTRODUCTION TO STATISTICAL REASONING AND ANALYSIS

Statistics 230

A course on the principles, procedures and concepts surrounding the production, summarization and analysis of data. Emphasis on critical reasoning and interpretation of statistical results. Content includes: probability, sampling, and research design; statistical inference, modeling and computing; practical application culminating in a research project.


1 Units

INTRODUCTION TO R

Statistics 263

This course will cover basic topics in R, a statistical computing framework. Topics include writing R functions, manipulating data in R, accessing R packages, creating graphs, and calculating basic summary statistics.


3 Units

APPLIED STATISTICS

Statistics 342

This course will cover the basics of statistical testing, regression analysis, experimental design, analysis of variance, and the use of computers to analyze statistical problems. This course contains a writing component.


3 Units

APPLIED NONPARAMETRIC STATISTICS

Statistics 362

This course covers theory and applications of commonly used distribution-free tests such as the sign test and the Wilcoxon signed rank test. Other topics include: the Kruskal-Wallis and Friedman tests for analysis of variance, nonparametric regression, and nonparametric bootstrapping.

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