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Undergraduate Statistics

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Undergraduate Statistics

2021 Fall Term

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3 Units

INTRODUCTION TO STATISTICAL REASONING AND ANALYSIS

STAT 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

STAT 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

STAT 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 REGRESSION ANALYSIS

STAT 420

This is a second course in regression analysis and its applications. Topics include correlation, simple and multiple linear regression, model assumptions, inference of regression parameters, regression diagnostics and remedial measures, categorical predictors, multicollinearity,and model selection. Real data re emphasized and analyzed using statistical software such as R or SAS.

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