SNR 610
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Introduction
Readings 1
Welcome!
Introduction
1
Intro to R, Projects, and Quarto
Assignment 1
Readings 1
The Central Limit Theorem and confidence intervals
2
Exploring the CLT
Supplementary Readings
Introduction to Models
3
Linear Models
4
Model Selection and multi-model inference
5
Generalized Linear models
6
Zero inflation and overdispersion
Mixed Effects Models
7
Example of mixed effects models
8
Mixed Models in glmmTMB
9
GAM’s vs GLM’s
10
Last assignment
11
Bayesian thinking with likelihood in R
References
12
Slideshows
Appendices
A
Installing R and RStudio
B
Data Wrangling
C
Shiny App Example
D
Functions
Introduction
Readings 1
Readings 1
readings
references
statistics
Please Read Chapter 4 and 5 of
(
Ward and Nolte 2024
)
.
Ward, Caitlin, and Collin Nolte. 2024.
An Intuitive, Interactive, Introduction to Biostatistics
.
https://collinn.github.io/sbi/index.html#acknowledgements
.
Assignment 1
The Central Limit Theorem and confidence intervals