Statistics Notes

Greetings everyone

Because I enjoy instructing statistics, I thought I would put some notes together to help others. This also gives me an excuse to learn R markdown. I will be using R/R Studio quite a bit, but I believe the concepts will transfer to other software. I am updating almost everyday, please be patient if the topic you are interested in is not yet posted.

Intro Statistics

Linear Models

Multilevel Modeling

Citations of Commonly Utlized Packages in R and R itself
H. Wickham. ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York, 2016.
R Core Team (2020). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/.
Hadley Wickham, Romain François, Lionel Henry and Kirill Müller (2020). dplyr: A Grammar of Data Manipulation. R package version 0.8.5. https://CRAN.R-project.org/package=dplyr
Wickham et al., (2019). Welcome to the tidyverse. Journal of Open Source Software, 4(43), 1686, https://doi.org/10.21105/joss.01686
Kuznetsova A, Brockhoff PB, Christensen RHB (2017). “lmerTest Package: Tests inLinear Mixed Effects Models.” _Journal of Statistical Software_, *82*(13),1-26. doi: 10.18637/jss.v082.i13 (URL: https://doi.org/10.18637/jss.v082.i13).
Pinheiro J, Bates D, DebRoy S, Sarkar D, R Core Team (2020). _nlme: Linear andNonlinear Mixed Effects Models_. R package version 3.1-147, <URL:https://CRAN.R-project.org/package=nlme>.

Google Sites

Report abuse