eugenedemidenko / advancedstatisticsLinks
Accompanying data for my book Advanced Statistics with Application in R
β25Updated 5 years ago
Alternatives and similar repositories for advancedstatistics
Users that are interested in advancedstatistics are comparing it to the libraries listed below
Sorting:
- π― Targeted Learning in R: A Causal Data Science Handbookβ59Updated 8 months ago
- Survival analysis workshop using Rβ53Updated 5 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targetedβ¦β25Updated 3 years ago
- Worksheets to accompany Data Science: A First Introductionβ26Updated 6 months ago
- useR! 2019 CVXR tutorialβ28Updated 2 years ago
- R & Stan code associated with my "Bayes Days" workshopβ14Updated 9 years ago
- Translating ML into Bayes, one line at a timeβ80Updated 2 years ago
- convenience and plotting function working with rstan mixed effects objectsβ17Updated 10 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal dataβ31Updated 5 months ago
- β16Updated 2 years ago
- π¦ Your One Stop to Targeted Learning in R with the tlverseβ33Updated 3 years ago
- Tutorials on Stan for Bayesian causal inferenceβ19Updated last month
- Code accompanying my ICPSR summer program course on Applied Bayesian Modeling.β44Updated 8 years ago
- Subset partitioning via anticlusteringβ34Updated 2 weeks ago
- Build machine learning models in R like using python's scikit-learn libraryβ33Updated last year
- Automated machine learning in mlr3β27Updated 3 years ago
- Code and resources to serve as a starting point for data science projects.β21Updated 3 years ago
- R package for estimating and visualizing multilevel propensity score models.β16Updated 3 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in Rβ23Updated 3 years ago
- Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).β47Updated 5 years ago
- R-package: Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive mixed regression β¦β14Updated 8 months ago
- β16Updated last year
- Complement to CRC Press book *Modern Data Science with R*β40Updated 10 months ago
- Code and slides from a 2016 talk at the Cambridge UK RUGβ16Updated 8 years ago
- Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020β52Updated 3 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorialβ39Updated 4 years ago
- An R package for efficient variable screening methodβ13Updated 9 years ago
- R Bindings to the Certifiably Optimal Rule Lists (Corels) Learnerβ48Updated 7 months ago
- stray {Search and TRace AnomalY}. Full paper is available from https://arxiv.org/pdf/1908.04000.pdfβ58Updated last year
- R package for item response theoryβ25Updated 5 years ago