Methods in Experimental Ecology I
Videos here are intended to:
a. help a Biology graduate course at UCF (https://sciences.ucf.edu/biology/d4lab/methods-1), with its own sequence of materials
b. summarize concepts and background for the hands-on study work we conduct in class
c. help understand operations in RStudio and R, with examples of analyses and data management
It is great (!) if these resources help folks not in the course, and it is fun to see that others have found these useful.
For those who wish for more out of any one video, I suggest the link above for other materials there, or in other videos for the course.
Intro to Multivariate Stats
Logistic Regressions
Intro to Mixed Effect Models
Generalized Linear Models II
Generalized Linear Models I
ANCOVAs
Multiple regressions
SMA regressions
OLS Regressions
Representing statistical variation
Model selection with AICs
ANOVAs + their matching experimental designs
Analysis of variance I
Z- and t-tests
Probabilities
Distributions
Experimental designs #2
Experimental designs #1
Intro to Handling Data in R
Data basics in R
RStudio Orientation