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:
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- Conditional autoregressive models in Stan☆34Updated 2 years ago
- Define Stan models using glmer-style (lme4) formulas☆55Updated 11 years ago
- Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html☆83Updated 9 years ago
- Materials from tutorial "Using Stan to Estimate Hierarchical Bayes Models," ART Forum 2017☆56Updated 6 years ago
- ☆17Updated 5 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 8 months ago
- Beginner tutorial for using cmdstan with multithreading☆62Updated 5 years ago
- Implementation of B-Splines in Stan☆51Updated 8 years ago
- An introduction to Bayesian Data Analysis: A one-week course☆43Updated 5 years ago
- 'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)☆67Updated 5 years ago
- Seems like, there isn’t enough Bayesian power analysis talk out there. Let’s change that.☆22Updated 6 years ago
- An introduction to R, RStudio, and RMarkdown created with GitHub pages and bookdown package☆37Updated last year
- Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference☆111Updated 2 months ago
- Materials for my Mixed Model Workshop☆69Updated 6 years ago
- JSM 2016 talk: Thinking with Data using R and RStudio: powerful idioms for analysts☆23Updated 9 years ago
- Utility Theory for Dummies: An R Tutorial☆19Updated 5 years ago
- Simulate regression models☆44Updated last week
- <- Structural Equation Modeling from a broader context.☆31Updated 6 years ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆48Updated last year
- Structure for organizing Monte Carlo simulations in R☆61Updated last week
- Understanding the 2016 US Presidential Election using ecological inference and distribution regression with census microdata☆17Updated 8 years ago
- Bayesian Estimation Supersedes t-Test☆30Updated 4 years ago
- R Examples Repository☆62Updated last year
- 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
- Hierarchical continuous time state space modelling☆44Updated last month
- Helper functions for orthogonal polynomials in R☆19Updated 3 years ago
- Uncertainty visualization examples☆114Updated last year
- Starting Onyx from R☆17Updated 4 years ago
- "Exploratory Data Analysis using Random Forests"☆18Updated 9 years ago