ANOVA Designs - Univariate, Multivariate and Repeated Measures - 2 days course

The course is sub-divided into the following Lessons:

  1. One-way ANOVA
  2. Univariate Models
  3. Multivariate Models
  4. Repeated Measures 

One-way ANOVA

In this lesson, you will cover the following topics:

  • The assumptions for using ANOVA.
  • Explore your data to ensure it meets the assumptions for using ANOVA.
  • Differentiate between, the dependent variable,  fixed and random factors.
  • enerate ANOVA and perform Post-hoc analysis.
  • Examine the fit of the model.
  • Explain the ANOVA outputs and interpret the result.

 

Univariate Models - General Linear Models

In this lesson, you will cover the following topics:

  • Understand data required for univariate model.
  • Differentiate between, the dependent variable,  fixed, random and covariate factors.
  • Generate a univariate analysis.
  • Explore the effects of factors, covariate, and covariate interactions with factors on the dependent variable.
  • Perform post-hoc analysis where appropriate.
  • Examine the fit of the model.
  • Explain the outputs and report findings. 

 

Multivariate Models - General Linear Models

In this lesson, you will cover the following topics:

  • Understand data required for multivariate model.
  • Generate multivariate analysis on two or more dependent variables
  • Examine the influence of fixed factors, and covariate on the dependent variables.
  • Perform post-hoc analysis where appropriate.
  • Examine the fit of the model.
  • Explain the outputs and report findings.

 

Repeated Measures Model - General Linear Models

In this lesson, you will cover the following topics:

  • Understand data required for Repeated Measures model.
  • Generate repeated measures model, which may include between subject factors, and covariates and interaction of factors and covariates.
  • understand the associated statistics produced
  • Perform post-hoc analysis where fixed factor groups are included in the model.
  • Explain the outputs and report findings.

 

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