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73 search results found
Pmtk3
⭐
1,443
Probabilistic Modeling Toolkit for Matlab/Octave.
Example Models
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745
Example models for Stan
Bda_r_demos
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538
Bayesian Data Analysis demos for R
Distribution_diagrams
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314
R-script for generating canonical diagrams of distributions to be used to describe Bayesian hierarchical models.
Tutorials
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294
Tutorials on phylogenetic and phylogenomic inference
Doing Bayesian Data Analysis In Brms And The Tidyverse
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128
The bookdown version lives here: https://bookdown.org/content/3686
Pythonmcmc
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119
A list of Python-based MCMC & ABC packages
Bayesiannetwork
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105
Bayesian Network Modeling and Analysis
Bayespy
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102
Bayesian Inference Tools in Python
Bayesiantutorials
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100
Implementing MCMC sampling from scratch in R for various Bayesian models
Gsoc17 Hhmm
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73
Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.
Business Analytics
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73
Data Analytics, Statistics, Visualization (R / Python)
Bartmachine
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61
An R-Java Bayesian Additive Regression Trees implementation
Binary.com Interview Question
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57
次元期权应征面试题范例。
Walker
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40
Bayesian Generalized Linear Models with Time-Varying Coefficients
Bliss
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37
Bayesian Light Source Separator
Gridlmm
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37
GridLMM package
Bssm
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37
Bayesian Inference of State Space Models
Learn Stan
⭐
37
A practical introduction to modeling in Stan
Hoff Bayesian Statistics
⭐
36
R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
Til
⭐
33
Today I Learned
Intro Stats
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31
Introductory Workshop to (Bayesian) Statistics
Bayes
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27
Code accompanying my ICPSR summer program course on Applied Bayesian Modeling.
Recoding Hayes 2018
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27
The completed project lives here:
K9
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25
Self-Taught Data Science
Rhat_ess
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22
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
Bayou
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20
Iranbourseanalyser
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20
Python scripts for downloading and analyzing iran bourse (stock exchange) data. اسکریپت پایتون برای دانلود و تحلیل داده های بورس تهران.
Crmpack
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19
Object-Oriented Implementation of CRM Designs
Jabba
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17
Just Another Bayesian Biomass Assessment
Princeton_wws586a Machine Learning Policy Analysis
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16
Materials from my Princeton University course WWS586A: Machine Learning for Policy Analysis
Madr_rstanarm
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15
Slides and materials for my talk to the Madison R Users Group (September 21st, 2016)
Teaching Stan Hierarchical Modelling
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15
Jupyter notebooks for teaching hierarchical Bayesian modelling with Stan
Bugsnet
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14
BUGSnet: a new comprehensive package for network meta-analysis
Pydatalondon2017
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14
Bayesian Deep Learning with Edward (and a trick using Dropout)
Bayes_workshop
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14
Berlin2019 Slides
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12
Speaker slides and materials for SatRday Berlin 2019
Bayesian Template
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12
This repo is a set of templates that will guide you through a Bayesian analysis in R, even if you have never done Bayesian analysis before. The research paper that accompanies these templates is forthcoming at CHI 2019: "Some Prior(s) Experience Necessary: Templates for Getting Started in Bayesian Analysis."
Bayesian Data Analysis
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12
Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.
Bayes Multilevel Tutorial
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11
A tutorial on Bayesian multilevel modeling using R and Stan.
Predmarket
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10
Agent-based computational simulation analysis of trading behavior in climate change prediction markets
Artificial Intelligence Research
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9
Artifcial Intellgence Research paper
Bayes Time Series
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9
Statistical Rethinking Notes
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9
Bhm_course
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9
Course notes, worksheets, and timetable for Bayesian Hierarchical Modelling course
Baylum
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9
Chronological Bayesian models integrated for Optically Stimulated Luminescence (OSL) Dating
Projects
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8
Files for the projects in the Coursera Statistics with R specialization.
Bnp Course
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8
Material for a short graduate course on Bayesian nonparametrics
Bottom Up Tutorial
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8
Bottom-up population model tutorial
Presentation Bsts
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8
Presentations about Bayesian structural times series + code
Statrethinking_reading_group
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7
Material for the Berlin Bayesian reading group covering Statistical Rethinking by Richard McElreath
Bayeslabs
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7
Laboratory exercises for teaching Bayesian modeling to ecologists and social scientists. Supported by the National Science Foundation, awards DBI-1052875 ad DEB-1145200.
Bayesian Pape
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7
Introduction to rstanarm
Jomonphasesandpopulation
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7
Data and R scripts for the manuscript "A multi-proxy inference of Jōmon population dynamics using Bayesian phase models, residential data, and summed probability distribution of 14C dates"
Bmediatr
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7
Bayesian model selection approach for mediation
Skyline Plots
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7
Inference of past population dynamics using Bayesian Coalescent Skyline and Birth-Death Skyline plots.
Bayesian Statistics Project
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7
Project for the Bayesian Statistics exam at University of Trieste
R
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7
My notes on the R programming language
Bamp
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7
Bayesian Age-period-cohort Modelling and Prediction R package
Batfled3d
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7
Bayesian Tensor Factorization Linked to External Data (three-dimensional version)
Wild6900
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6
Course materials for WILD6900: Applied Bayesian Analysis for Ecological Data
Integratedlearner
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6
Integrated Machine Learning for Multi-omics Classification and Prediction
Machine Learning And Statistics Repos
⭐
6
Useful list of Machine Learning And Statistics Repositories
Dbda2e Ja
⭐
5
「 ベイズ統計モデリング―R,JAGS,Stanによるチュートリアル― 原著第2版」のサポートサイト用リポジトリです。
Bayesian_dlms
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5
Bayesian Inference for Dynamic Linear Models
Pivmet
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5
R pivmet package for pivotal relabelling and MUSKmeans
Asurvivalmodelinstan
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5
A Survival Model in Stan
Zmix
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5
R package for overfitting Bayesian mixture models with an unknown number of components.
Minds Machines 4103
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5
Danielle Navarro's class "Minds and Machines"
Itbreg
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5
Introduction to Bayesian Regression Methods
Bayesian_tvpvar
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5
Bayesian Estimation of a TVP-VAR Model
Bda3
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5
Tutorial on Bayesian Statistics using Bayesian Data Analysis 3 (Gelman et.at 2014)
Brms Intro Sips2019
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5
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