These ain't perfect... Please let me know of any errors you find!
Flexible, Multicore Specification Curve
The popular specr package in R is good. However, specr is not super flexible--it does not support fixed-effect regressions, and mixed-effect regressions take some work.
I wanted to create a package that would build on specr while being more user-friendly. To that end, I'm working on this set of functions, which I've given the bad title of specster.
The current code supports:
Four common models: OLS Linear Regression, Logistic Regression, Fixed-Effect Regression, and Linear Mixed-Effect Regression (i.e., lm, glm, lfe::felm, and lmerTest::lmer in r)
New as of May 2023, you can test interactions! To do so, specify your effect as an interaction in setup_specster()
Set up of models
Multicore processing to speed up computation
Graphing with ggplot2
REI Reviews Scraping & Data
This code uses Python primarily, but R for some data wrangling.
VRBO Reviews Scraping
This code uses Python. Better commenting incoming!
Lasso Regression Example
Mediation Model Plotting (Work-In-Progress)
This function will draw you a mediation model in ggplot in R. It ain't awesome. I plan to keep adding to it, as it can only do super simple mediation now.