Statistical Applications -- Notes

 01 Data Management

Synopsis

PowerPoint

Checklist for Data Screening

 

 02 Exploratory Data Analysis

Synopsis

PowerPoint

 

 03 Principal Components Analysis

Synopsis

PowerPoint

 

 04 Other Ordination Techniques

Synopsis

PowerPoint

 

 05 Discriminant Function Analysis

Synopsis

PowerPoint

 

 06 Similarity

Synopsis

PowerPoint

 

 07 Cluster Analysis

Synopsis

PowerPoint

 

 08 K-Means Cluster Analysis

Synopsis

PowerPoint

 

 09 Analysis of Variance (ANOVA)

Synopsis

PowerPoint

 

 10 Analysis of Covariance

Synopsis

PowerPoint

 

 11 Multivariate Analysis of Variance

Synopsis

PowerPoint

 

 12 Linear Regression

Synopsis

PowerPoint

 

 13 Multiple Regression

Synopsis

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 14 Logistic Regression

Synopsis

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 15 Introduction to More Models

Limitations of Linear Models Synopsis

Limitations of Linear Models PowerPoint

Taxonomy of Models Synopsis

Taxonomy of Models PowerPoint

GAM Synopsis

GAM PowerPoint

Mixed Models Synopsis

Mixed Models PowerPoint

GLM Synopsis

GLM PowerPoint