Data analysis on plant distribution, elevation, and salinity for ESCI 522.

Homework 5 for spatial.

ESCI 522 Padilla Bay

HW 4

Putting together all of the following: mapping, datatype manipulation, PPA, and spatial autocorrelation

This was assignment #3 in spatial analysis

Spatial stats assignment 2

Spatial stats assignment 1

Just doing the step by step

The bloom dynamics of the single celled green algae over 3 seasons at Taylor Dock, Bellingham, WA.

Using fake cell count data to attempt gzlm using poisson distribution with a log link. I wanted to do the steps here so that I can reference this when I get there, since stats is still a bit fresh on my mind.

Zuur Ch. 9 for the roadkill probz.

GLM and GAM for count data. Still need to update negative binomial and GAM.

Meet the Exponential family

Fall 23

Examples from Textbooks

For tidy tuesday

Testing numerical data

Linear Regression KEY

html version

ANOVA examples

Regression

My understanding so far of multiple linear regression and my take on Dr. Sobocinski's Lab 5.

Lab 05: my take on t-tests.

3-dimensions using plotly code from Annie.

This guide was provided by Audrey Salerno to help students understand t-tests!

Lab 05: Regression Tutorial

steverxd.github.io

Here is how I interpreted the questions you were asked on the fall midterm.

This lab goes into detail about how to check for the normality assumption.

This was lab 03 for fall 2023

My best attempt at determining how to analyze my first covariate. Data included 2 explanatory variables (numerical & categorical) and 1 response (numerical).

Here is a key for lab 4: Probability Distributions

ESCI502

Still a work in progress, but here is a possibility!

Here is a key for lab 3: Data Visualization and Summarization

Here is a key for your GGPLOT2 Extras assignment

Water Quality Lab 1

Here are some examples of WQ labs

Introduction to R Part 2, The Analysis of Biological Data 3rd Edition

Introduction to R Part 1, The Analysis of Biological Data 3rd Edition

A brief guide to using R Markdown