dariyasydykova / opencode
☆12Updated 5 years ago
Related projects: ⓘ
- Build machine learning models in R like using python's scikit-learn library☆32Updated 7 months ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆11Updated 2 years ago
- Wrangling survival data☆20Updated 5 years ago
- Examples of statistical simulations☆14Updated 3 years ago
- Helper functions for making brain image figures with ggplot☆23Updated 4 years ago
- R package for fitting joint models to time-to-event and longitudinal data☆17Updated last year
- Code and slides from a 2016 talk at the Cambridge UK RUG☆16Updated 7 years ago
- Regression Modeling Strategies Bayesian☆16Updated 3 months ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆34Updated 2 months ago
- This repository collects various small code snippets or short instructions on how to use or define specific mixed models, mostly with pac…☆35Updated last year
- ☆20Updated 5 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 2 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆47Updated this week
- R & Stan code associated with my "Bayes Days" workshop☆14Updated 8 years ago
- Functional Data Analysis using Square-Root Slope Framework☆11Updated 2 weeks ago
- Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).☆47Updated 4 years ago
- ☆23Updated this week
- Repository for the familiar R-package. Familiar implements an end-to-end pipeline for interpretable machine learning of tabular data.☆30Updated 3 weeks ago
- Joint Models for Longitudinal and Survival Data using MCMC☆58Updated 3 years ago
- R code to generate simulated data and implement the hierarchical TMLEs described in "A new approach to hierarchical data analysis: Target…☆9Updated 4 years ago
- Windowed Summarization for Autoregressive Data☆24Updated 3 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆15Updated 4 years ago
- Diagnostics for confounding of time-varying and other joint exposures☆10Updated last year
- Automated machine learning in mlr3☆25Updated 2 years ago
- Targeted Learning for Survival Analysis☆20Updated 10 months ago
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated 5 months ago
- Experimenting with various implementations and methods of nested cross-validation in R and Python☆16Updated last year
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated last year
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- Effects and Importances of Model Ingredients☆37Updated last year