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Projects in Awesome Lists tagged with additive-models
A curated list of projects in awesome lists tagged with additive-models .
https://github.com/m-clark/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 **Superseded by the models-by-example repo**.
additive-models bayesian em factor-analysis gaussian-processes irt jags julia machine-learning matlab mixed-models mixture-model ordinal-regression pca probit python r stan survival-analysis zip
Last synced: 25 Oct 2024
https://github.com/m-clark/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 **Superseded by the models-by-example repo**.
additive-models bayesian em factor-analysis gaussian-processes irt jags julia machine-learning matlab mixed-models mixture-model ordinal-regression pca probit python r stan survival-analysis zip
Last synced: 20 Dec 2024
https://github.com/adibender/pammtools
Piece-wise exponential Additive Mixed Modeling tools
additive-models pamm pammtools piece-wise-exponential r rstats survival-analysis
Last synced: 21 Dec 2024
https://github.com/m-clark/generalized-additive-models-workshop-2019
A workshop on using generalized additive models and the mgcv package.
additive-models generalized-additive-models mgcv mixed-models nonlinear penalized-regression penalized-spline splines
Last synced: 29 Nov 2024
https://github.com/m-clark/docs
Documents that go into methodological detail regarding various statistical procedures.
additive-models bayesian-methods mixed-models r stan statistical-procedures structural-equation-modeling
Last synced: 29 Nov 2024
https://github.com/m-clark/r-models
A quick reference for how to run many models in R.
additive-models bayesian-models brms catwalk cluster-analysis lme4 machine-learning mgcv mixed-models mixture-model pca psych r regularization sem spatial-analysis statistical-models statistics survival-analysis time-series
Last synced: 29 Nov 2024
https://github.com/moindalvs/survival_analysis_from_scratch
An introduction to the concepts of Survival Analysis and its implementation in lifelines package for Python.
additive-models cox-regression data-science hazard hazard-ratios kaplan-meier kaplanmeierfitter lifeline log-rank-test multiplicative-model survival survival-analysis survival-regression
Last synced: 17 Nov 2024
https://github.com/epistasislab/pager
PAGER is an efficient genotype encoding strategy designed to improve the detection of non-additive genetic variation in complex trait association studies and epistasis investigation. PAGER dynamically encodes genetic variants or multi-locus genotypes (MLG) by normalizing mean phenotypic differences between genotype/MLG classes.
additive-models dominance-analysis encoding epistasis genetic-inheritance genetic-interactions genetics genotype-to-phenotype gwas heterosis non-additive-effects qtl-analysis
Last synced: 16 Nov 2024
