# Notes

Here are some of my class notes and assignments from Oregon State that are mostly for my benefit, although you are feel free to peruse them :)

## Comprehensive Exams

### Class Reviews

### Bayesian Statistics

Introduction to Bayesian statistics

Normal, Gamma-Poisson, Jeffrey’s Prior

Paul, Nancy, and Bayesian ANOVA

Metropolis-Hastings and Gibbs Samplers

### Statistical Genomics

Optimal rare variant tests in sequencing association studies

CAMERA competitive gene set test

Microbiome analysis in gastropods using metagenomeSeq

Predicting coral bleaching using glmmLasso

### Linear Regression

Nike Vaporflys and Faraway 5.1

Weighted Least Squares and Lack of Fit

### Experimental Design

Fit Diagnostics and PROC GLMPOWER

Relative Efficiency and Latin Squares

### Multivariate Statistics

Distance Metrics and Correlation Normality Test

Paired Hotelling’s and Multivariate Regression

CCA, LDA, hclust, k-Means, and MDS

### Generalized Regression Models

Overdispersed Exponential Parameterization