vasishth / Statistics-lecture-notes-PotsdamLinks
Lecture notes from a statistics course I teach at Potsdam
☆29Updated 5 years ago
Alternatives and similar repositories for Statistics-lecture-notes-Potsdam
Users that are interested in Statistics-lecture-notes-Potsdam are comparing it to the libraries listed below
Sorting:
- Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html☆83Updated 9 years ago
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- Conditional autoregressive models in Stan☆33Updated 2 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- Seems like, there isn’t enough Bayesian power analysis talk out there. Let’s change that.☆22Updated 6 years ago
- RStudio Markdowns about R, Math, Stats, and ML☆44Updated 9 months ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 months ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Updated 6 years ago
- An introduction to Bayesian Data Analysis: A one-week course☆43Updated 5 years ago
- Stan website built using Quarto, theming in repo quarto-config☆23Updated 4 months ago
- Implementation of B-Splines in Stan☆51Updated 7 years ago
- Helper functions for orthogonal polynomials in R☆19Updated 2 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆66Updated 4 years ago
- An introduction to R, RStudio, and RMarkdown created with GitHub pages and bookdown package☆38Updated 11 months ago
- Structure for organizing Monte Carlo simulations in R☆60Updated 2 weeks ago
- Simulate regression models☆44Updated this week
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- Uncertainty visualization examples☆114Updated 11 months ago
- Extended documentation and model examples for rethinking R package☆33Updated 7 years ago
- Utility Theory for Dummies: An R Tutorial☆19Updated 4 years ago
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆112Updated this week
- These are cheat sheets and notes I made as part of an MSc in Statistics, at the University of Sheffield, UK.☆46Updated 9 years ago
- A document that introduces Bayesian data analysis.☆86Updated 3 years ago
- <- Structural Equation Modeling from a broader context.☆31Updated 6 years ago
- Hierarchical continuous time state space modelling☆43Updated 2 weeks ago
- Bayesian Estimation Supersedes t-Test☆30Updated 3 years ago
- Materials for my Mixed Model Workshop☆68Updated 6 years ago
- Translating ML into Bayes, one line at a time☆82Updated 2 years ago