Statistical Applications Laboratory

 18 January 2018 -- Review of Basics

Lab 1 Outline

Scientific Method Presentation Notes

10 Step Outline

Basics.xls Dataset

Carabid.xls Dataset

 
25 January 2018 -- R Basics

Lab 2 outline

R Presentation Notes

Men.xls Excel Dataset

Energy.txt CSV Dataset

Vegetation.txt CSV Dataset

CellBio.txt CSV Dataset

 
1 February 2018 -- Exploratory Data Analysis

Data

Box-Cox Transformation Instructions

Box-Cox Data

8 February 2018 -- Principal Components Analysis

PCA

Instructions

Data

 

Exercise setup

Data

15 February 2018 -- Other Ordinations

Canonical Correspondence Analysis

Instructions

Species data

Environment data

 

Non-metric Multidimensional Scaling

Instructions

Data

 

Exercise setup

Exercise species data

Exercise environment data

1 March 2018 -- Discriminant Function Analysis and Cluster Analysis

DFA

Instructions

Data

 

Similarity Indices

Instructions

Data

 

SAHN Cluster Analysis

Instructions

Data

 

Exercise setup

Exercise map

Exercise data

08 March 2018 -- K-means Clustering

K-means

Instructions

Data

15 February 2018 -- Analysis of Covariance

ANOVA

Example

Instructions

Data

ANCOVA

Instructions

Data

Exercise setups

Exercise 1 data

Exercise 2 data

29 March 2018 -- Multivariate Analysis of Variance

MANOVA

Instructions

Data

Exercise setups

Exercise 3 data

Exercise 4 data

19 April 2018 -- Linear Regression, Multiple Regression, and Logistic Regression

Linear Regression

Instructions

Data

Multiple Regession

Instructions

Data

Logistic Regression

Instructions

Data

Exercise setups

Exercise 6 data