kshedden / Statsmodels-MixedLM
Teaching materials for Python MixedLM (mixed linear models)
☆47Updated 7 years ago
Alternatives and similar repositories for Statsmodels-MixedLM:
Users that are interested in Statsmodels-MixedLM are comparing it to the libraries listed below
- Generalized linear mixed-effect model in Python☆177Updated 6 years ago
- PyMC3 tutorial for DataScience LA (January 2017)☆67Updated 6 years ago
- Tutorial on multilevel modeling, using Gelman radon example☆56Updated 9 years ago
- ☆80Updated 8 years ago
- Generalized Linear Models in Sklearn Style☆128Updated 4 years ago
- ☆30Updated 7 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆128Updated 8 years ago
- Implementation of Hidden Markov Models in pymc3☆60Updated 8 years ago
- ☆32Updated 7 years ago
- Python/numpy bootstrap confidence interval estimation.☆176Updated last year
- Library of Stan Models for Survival Analysis☆124Updated 4 years ago
- WIP predicted survival functions☆37Updated 5 years ago
- Python bindings to interesting matlab libraries for data analysis☆86Updated 8 years ago
- Python implementation of R package breakDown☆42Updated last year
- Python implementation of elastic-net regularized generalized linear models☆280Updated last year
- Bayesian estimation supersedes the t test☆145Updated 3 years ago
- Python solver for mixed-effects models☆98Updated 7 years ago
- PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course☆96Updated 7 years ago
- bayesian bootstrapping in python☆121Updated 3 years ago
- Doing Bayesian statistics in Python!☆67Updated 7 years ago
- Repo for the ML_Insights python package☆150Updated last year
- Patsy Adaptors for Scikit-learn☆48Updated 5 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- Code for blog post on Bayesian inference in PyStan☆20Updated 3 years ago
- ☆90Updated 4 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆25Updated 5 years ago
- ☆158Updated 2 years ago
- Multidimensional isotonic regression☆27Updated 8 years ago
- Dimensionality reduction for binary data☆50Updated 4 years ago
- ☆72Updated 6 years ago