Hybrid two day workshop both online and in person options.

Learn about different regression models and how to carry out their analyses in R in this 2-day intermediate workshop.

What is R?R is a free software package for statistical computing and graphics.

Intermediate Statistics with R introduces various types of regression models in a non-technical way and emphasises their practical application in R. The workshop will provide plenty of opportunities to gain hands-on experience and to access in-class support.

A basic knowledge of R and statistics is required for this workshop. See https://latrobe.xetta.com/LTUEv/booking?e=SHE_EV379

TOPICS COVERED:

• Simple and Multiple Linear Regression
• Prediction and Confidence Intervals, response and predictor transformation
• ANOVA and ANCOVA
• Variable selection
• General Linear Models (Logistic, Poisson and Negative Binomial Regression)
• Quantile and Spline Regression
• Repeated Measures Analysis
• Linear Mixed Effect Models
• Generalised Least Squares.

The R package will be used within the user-friendly R-Studio interface.