AlwaysR, Module III Statistics in R

This course explores the most common statistical methods using the R programming language. This is an applied course, and the main goal is to implement code in R. The course is organized by Cousteau Consultant Group and offered in five days (3 hours per day).

This course is offered in Spanish.

Program

• Day 1: Introduction. Descriptive statistics.
• Day 2: Hypothesis testing. ANOVA.
• Day 3: Simple linear models.
• Day 4: Multiple linear models. Diagnostics.
• Day 5: Introduction to generalized linear models (GLM) and generalized additive models (GAM).

Find the syllabus here.

Goals

• Introduce basic concepts in statistics.
• Use R to implement statistical models and hypotheses testing.
• Interpret results.

Requirements

• Basic statistics
• Basic knowledge in R programming

Quizzes

• Quiz 1
• Quiz 2
• Quiz 3
• Quiz 4
• Quiz 5