Yi-Ta Lu's starred repositories
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
awesome-statistics
A curated collection of links to statistics material
models-by-example
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Miscellaneous-R-Code
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.
pymc-resources
PyMC educational resources
EconometricsSlides
This is the repository for the slides used in the Seattle University Econometrics course
Data-science
Collection of useful data science topics along with articles, videos, and code
stat_rethinking_2022
Statistical Rethinking course winter 2022
IBM-cultevo
code for the book "Individual-based models of cultural evolution. A step-by-step guide using R"
cultural_evolution_ABM_tutorial
This tutorial shows how to create very simple simulation or agent-based models of cultural evolution in R
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
ISLR-Python
Labs and Exercises from "An Introduction to Statistical Learning", implemented in Python.
EconometricsWithR
đź“–An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)
summer-institute
Summer Institutes in Computational Social Science
TidyverseSkeptic
An opinionated view of the Tidyverse "dialect" of the R language.