### Advanced Topics

Resources for Advanced Statistics. The following links will download notes for the various statistical techniques. Files are provided in a single format (either PDF, Word, or Excel).

#### Advanced Refresher

**Mark Horswill PSYC7112 lecture**

#### Analysis of Variance

**Higher-order Interactions**

#### CFA

**Confirmatory Factor Analysis & Structural Equation Modelling Part 1 - Aarti Iyer & Natalie Loxton**

**Confirmatory Factor Analysis & Structural Equation Modelling Part 2 using AMOS - Aarti Iyer & Natalie Loxton**

**Confirmatory Factor Analysis - example write up - Aarti Iyer and Natalie Loxton**

#### Mediation in Regression

**Mediation analyses using bootstrapping**

**Moderated Mediation Using PROCESS**

**Using bootstrapping to test for multiple mediators**

#### Meta-analyses

**Excel macro**

#### PSYC4050

**Jason Tangen PSYC4050 Lecture01.pdf**

**Jason Tangen PSYC4050 Lecture02.pdf**

**Jason Tangen PSYC4050 Lecture03.pdf**

**Jason Tangen PSYC4050 Lecture04**

**Jason Tangen PSYC4050 Lecture05**

**Jason Tangen PSYC4050 Lecture06**

**Jason Tangen PSYC4050 Lecture07.pdf**

**Jason Tangen PSYC4050 Lecture08**

**Jason Tangen PSYC4050 Lecture09**

**Jason Tangen PSYC4050 Lecture10**

**Jason Tangen PSYC4050 Lecture11**

**Jason Tangen PSYC4050 Lecture12**

#### Reliable Change Index

**Mark Horswill Notes on the reliable change index**

#### Structural Equation Modelling

**Using AMOS to do SEM**

#### Using R for basic statistics and for multi-level modelling

**A Gentle Introduction to R – Gary Chan Workshop 2016**

**An introduction to multilevel modelling using R – Gary Chan Workshop 2 2016**