IanFla's repositories
Statistical-Learning
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Clean-RStudio
Clean your RStudio
Teaching-Experience
As a tutor : )
Bayesian-Analysis
Bayesian Data Analysis
Bayesian-Log-Rank-Test
This are codes for "Bayesian Log-Rank Test".
causal_inference_python_code
Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins
Deep-Learning
https://courses.d2l.ai/zh-v2/
Derivative-Regression
derivative (density) estimation with weighted regression
golazo
Flexible regularised likelihood estimation using the GOLAZO approach.
graphicalExtremes
Statistical methodology for graphical extreme value models
Hadley-Wickham
R learning
IanFla.github.io
19971107
Importance-Sampling
Nonparametric Importance Sampling with Control Variates
Lose-Weight
I'm gonna lose my weight.
Markov-Chains
Markov chain visualization
MCMC-Proposal
How MCMC overcomed the curse of dimensionality?
Monte-Carlo
Monte Carlo theory, methods and examples
Subset-Bootstrap
a new way to do bootstrap
Two-Stage
Two-Stage Importance Sampling With Mixture Proposals