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Experimental Design
Completely Randomized Designs
Block Designs/Latin Square
Split-plot Designs
Repeated Measures
Nested Factors
Observational Studies
Randomization and Sampling
Power Analysis
Treatment Structure
Defining Hypotheses
Grant Preparation
Spreadsheet management in Excel
Database management in Access
Evaluating assumptions
Data transformation
SAS (Expert)
R (Intermediate)
Population Viability Analysis in Vortex 10
Descriptive Statistics
ANOVA
ANCOVA
Generalized linear mixed models
Repeated Measures
Multiple Mean Comparison Tests
Goodness of Fit Test/Test of Homogeneity (Analysis of Categorical Data)
Covariance and Correlation
Linear Regression
Multiple Regression
Model Selection Techniques
Random Forest
Animal Models
Parametric and Non-Parametric Tests
Survival Analysis
MANOVA
Principal Component Analysis
Factor Analysis
Cluster Analysis
Logistic Regression
Discriminant Analysis
Correspondence Analysis