Contrasts and multiple comparisons in ANOVA

Analysis of correlated data (repeated-measures ANOVA and mixed-effects model)

Drawing some connection between ANOVA, regression, and the linear model

Solution to Application 1

Fitting and diagnosing simple linear regression model in R

Solution to Application 1

Fitting simple regression model in R

Solutions to training exercises

Basic analysis of variance with two fixed-effect factors in R

Statistical modeling in R using the formula interface, with a focus on one-way and two-way ANOVA

Training exercises related to the use of R and data analysis

Data manipulation, summary statistics, visual displays, and Student's t-test

Solutions to Applications 1 and 2

Descriptive statistics, exploratory data analysis, statistical inference, and two-groups comparisons

Tutorial on R programming for data management

Data collection and data management

Workshop Overview