Statistics I

Topics

• Students will be able to design an experiment using randomization techniques.
• Students will be able to use R Markdown for reproducible research.
• Students will be able to produce effective graphical summaries of collected data.
• Students will learn how sampling distributions are determined and utilized for statistical analysis.
• Students will understand why some estimators are more desirable than others.
• Students will be able to perform a variety of basic statistical analyses including: t-tests, ANOVA, two-sample t-tests, tests for categorical data, linear regression, and multiple linear regression.
• Students will be able to assess the quality of a statistical analysis.

Official roster learning outcomes