ST511 - Statistical Methods For Researchers I

North Carolina State University

2 sections, in-person + during Fall 2024

Graduate standing course that prepares students to build basic statistical thinking skills, and analyze data. This course provides a heavy emphasis on effective exploratory data visulaizations using R/Rstudio, and how to perform a variety of statistical concepts using R/RStudio in a reproducible format using Quarto. Concepts covered theoretical and simulation based inference for single mean, difference in means, single proportion, and difference in proportions. More advanced theoretical hypothesis testing using One-Way ANOVA with pair-wise comparisons, Two-Way ANOVA, and Chi-square testing are also covered. Exploratory regression techniques such as simple, multiple linear regression models, and logistic regression are covered.