An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: bayesian

soham39039820/ARSPI

A R Package for calculating AutoRegressive Standardized Precipitation Index and Analyzing Drought Characteristics

Language: R - Size: 41 KB - Last synced at: about 10 hours ago - Pushed at: about 21 hours ago - Stars: 0 - Forks: 0

stan-dev/cmdstanr

CmdStanR: the R interface to CmdStan

Language: R - Size: 27.7 MB - Last synced at: 1 day ago - Pushed at: 5 days ago - Stars: 149 - Forks: 65

SHI-Yu-Zhe/awesome-agi-cocosci

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

Language: TeX - Size: 3.39 MB - Last synced at: about 22 hours ago - Pushed at: 1 day ago - Stars: 326 - Forks: 23

mrp-interface/shinymrp

A GUI for Multilevel Regression and Poststratification

Language: R - Size: 779 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 1

mach3-software/MaCh3

The official repository for MaCh3

Language: C++ - Size: 683 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 7 - Forks: 7

mach3-software/MaCh3Tutorial

Tutorial how to use MaCh3

Language: C++ - Size: 32.3 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 8 - Forks: 1

chvandorp/hboms

Python package for automatically generating Stan source code for hierarchical Bayesian ordinary differential equation models.

Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

gederajeg/stats-rethink

Practice note for McElreath's (2020) "Statistical Rethinking".

Language: R - Size: 312 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

jongheepark/BayesianSocialScience

사회과학자를 위한 데이터과학 방법론 (코드 저장소)

Language: R - Size: 3.26 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 27 - Forks: 11

MingchaoZhu/DeepLearning

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

Language: Python - Size: 31.8 MB - Last synced at: 4 days ago - Pushed at: almost 5 years ago - Stars: 6,993 - Forks: 1,380

arviz-devs/ArviZ.jl

Exploratory analysis of Bayesian models with Julia

Language: Julia - Size: 140 MB - Last synced at: 2 days ago - Pushed at: 9 days ago - Stars: 109 - Forks: 10

stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

Language: R - Size: 117 MB - Last synced at: 1 day ago - Pushed at: 5 days ago - Stars: 394 - Forks: 137

stan-dev/bayesplot

bayesplot R package for plotting Bayesian models

Language: R - Size: 386 MB - Last synced at: 1 day ago - Pushed at: 5 days ago - Stars: 437 - Forks: 84

uber/orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Language: Python - Size: 160 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 1,971 - Forks: 136

NIFTy-PPL/J-UBIK

Universal Bayesian Imaging Kit for the removal of instrument caused degradations and calibration

Language: Python - Size: 56.1 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 3 - Forks: 1

arviz-devs/arviz

Exploratory analysis of Bayesian models with Python

Language: Python - Size: 121 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1,684 - Forks: 437

gempy-project/gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

Language: Python - Size: 436 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,105 - Forks: 251

feng-li/texmf

Feng Li's texmf database

Language: TeX - Size: 11.7 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 2

jordandeklerk/pyloo

Python package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS) for Bayesian Modeling

Language: Python - Size: 4.44 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 1

honegglu/UXtoolbox Fork of mohsen-rafiei/UXtoolbox

UXToolbox ist eine Sammlung von Jupyter Notebooks, das ein umfassendes Set an Werkzeugen für die UX- und Human Factors-Forschung bietet. Es enthält statistische Tests, Vorhersagemodelle, Bayessche Analysen sowie Methoden zur Bewertung der Benutzerfreundlichkeit. Die Python-Portierung basiert auf der UXtoolbox in R Mohsen Rafiei

Language: Jupyter Notebook - Size: 190 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

Hankanman/Area-Occupancy-Detection

A Home Assistant integration to accurately and intelligently track occupancy of an area

Language: Python - Size: 1.57 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 76 - Forks: 1

stan-dev/stan

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

Language: C++ - Size: 277 MB - Last synced at: about 24 hours ago - Pushed at: 12 days ago - Stars: 2,662 - Forks: 377

sebhaan/TabPFGen

TabPFGen: Synthetic Tabular Data Generation with TabPFN

Language: Python - Size: 140 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 7 - Forks: 0

stan-dev/projpred

Projection predictive variable selection

Language: R - Size: 24 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 112 - Forks: 27

n-kall/priorsense

priorsense: an R package for prior diagnostics and sensitivity

Language: R - Size: 9.83 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 60 - Forks: 9

ridhoma/monte-cafe

My learning journal studying Markov-Chain Monte Carlo methods

Language: Jupyter Notebook - Size: 16.9 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

avehtari/BDA_py_demos

Bayesian Data Analysis demos for Python

Language: Jupyter Notebook - Size: 12.2 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 1,015 - Forks: 302

js05212/BayesianDeepLearning-Survey

Bayesian Deep Learning: A Survey

Size: 454 KB - Last synced at: 8 days ago - Pushed at: 7 months ago - Stars: 514 - Forks: 62

Harry24k/bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network [torchbnn]

Language: Python - Size: 22.2 MB - Last synced at: 8 days ago - Pushed at: 10 months ago - Stars: 533 - Forks: 86

GabrielOduori/lur_space_state_model

Embedding LUR in Space State models

Language: Python - Size: 27.3 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

jayarnim/BAYES-BTTN

Practice Bayesian Attention Modules

Language: Python - Size: 132 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

matthiaskoenig/parameter-variability

Bayesian models for ODE models in the Systems Biology Markup Language (SBML)

Language: Python - Size: 5.08 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

BaRatin-tools/BaRatin-tools.github.io

BaRatin website

Language: CSS - Size: 52.1 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

easystats/bayestestR

:ghost: Utilities for analyzing Bayesian models and posterior distributions

Language: R - Size: 153 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 582 - Forks: 57

pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

Language: Python - Size: 93.5 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 8,766 - Forks: 990

PecanProject/pecan

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

Language: R - Size: 410 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 218 - Forks: 259

stdlib-js/nlp-lda

Latent Dirichlet Allocation via collapsed Gibbs sampling.

Language: JavaScript - Size: 2.59 MB - Last synced at: 3 days ago - Pushed at: 13 days ago - Stars: 9 - Forks: 0

probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

Language: Julia - Size: 28.1 MB - Last synced at: 7 days ago - Pushed at: 2 months ago - Stars: 1,814 - Forks: 162

gavincangan/bayesian-robotics

Fuse camera and LIDAR sensor data to track an object using an Extended Kalman Filter and performed SLAM

Language: Python - Size: 556 KB - Last synced at: 8 days ago - Pushed at: about 6 years ago - Stars: 18 - Forks: 5

easystats/report

:scroll: :tada: Automated reporting of objects in R

Language: R - Size: 19 MB - Last synced at: 11 days ago - Pushed at: 24 days ago - Stars: 705 - Forks: 71

EbTech/Elo-MMR

Skill estimation systems for multiplayer competitions

Language: C++ - Size: 214 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 195 - Forks: 22

Maarten14C/rbacon

A package for Bayesian age-depth modelling of sediment cores, constrained by prior information on sedimentation rates and their variability

Language: R - Size: 97 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 7 - Forks: 2

dokester/BayesicFitting

Bayesian fitting package

Language: Python - Size: 41.4 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 54 - Forks: 8

koenderks/sasr

This is the source code for Statistical Audit Sampling with R (SASR), an online book intended as a practical guide to Bayesian and classical auditing in the programming language R, with hands-on examples. Read the full book for free at https://koenderks.github.io/sasr.

Language: R - Size: 453 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

buqeye/gsum

A Bayesian model of series convergence using Gaussian sums

Language: Python - Size: 73.1 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 2

promised-ai/changepoint

A toolkit for Bayesian change point detection

Language: Jupyter Notebook - Size: 6.17 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 27 - Forks: 1

BEAST-Fitting/beast

Bayesian Extinction And Stellar Tool

Language: Python - Size: 6.84 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 26 - Forks: 36

pglpm/inferno

R-package development for "Bayesian nonparametric inference". In other words, just the direct application of probability theory to get the most general, principled, model-free inference we can have.

Language: TeX - Size: 2.88 GB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 4 - Forks: 1

angrysky56/mcts-mcp-server

Bayesian MCTS Model Context Protocol Server allowing Claude to control Ollama local models for Advanced MCTS and analysis.

Language: Python - Size: 873 KB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 3 - Forks: 1

quantumjot/btrack

Bayesian multi-object tracking

Language: Python - Size: 16.2 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 322 - Forks: 50

wwrechard/pydlm

A python library for Bayesian time series modeling

Language: Python - Size: 3.32 MB - Last synced at: 13 days ago - Pushed at: 9 months ago - Stars: 485 - Forks: 98

probabilists/lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

Language: Python - Size: 4.09 MB - Last synced at: 12 days ago - Pushed at: 9 months ago - Stars: 128 - Forks: 13

kharchenkolab/Baysor

Bayesian Segmentation of Spatial Transcriptomics Data

Language: Julia - Size: 2.12 MB - Last synced at: 15 days ago - Pushed at: 6 months ago - Stars: 174 - Forks: 33

ericmjl/bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

Language: Jupyter Notebook - Size: 96.6 MB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 665 - Forks: 278

dirknbr/tfp_mcmc_model

bayesian model in TFP

Language: Python - Size: 3.91 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

ropensci/beastier

R package to run BEAST2

Language: R - Size: 4.44 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 11 - Forks: 1

storopoli/Bayesian-Statistics 📦

Bayesian statistics graduate course

Language: Typst - Size: 49.5 MB - Last synced at: 16 days ago - Pushed at: 7 months ago - Stars: 354 - Forks: 59

winstxnhdw/AutoCarROS2

A virtual simulation platform for autonomous vehicle sensing, mapping, control and behaviour methods using ROS 2 and Gazebo.

Language: Python - Size: 81.6 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 332 - Forks: 61

josejimenezluna/pyGPGO

Bayesian optimization for Python

Language: Python - Size: 59.5 MB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 246 - Forks: 61

stefanciprian/rd

R & D

Language: Jupyter Notebook - Size: 106 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

stan-dev/posteriordb

Database with posteriors of interest for Bayesian inference

Language: Stan - Size: 71.4 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 200 - Forks: 40

jmgirard/rocker-bayes

Dockerfile for Bayesian analysis in R

Language: Shell - Size: 82 KB - Last synced at: 2 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

stan-dev/posterior

The posterior R package

Language: R - Size: 4.29 MB - Last synced at: 8 days ago - Pushed at: 25 days ago - Stars: 168 - Forks: 24

giga-lens/gigalens

Gradient Informed, GPU Accelerated Lens modelling (GIGALens) -- a package for fast Bayesian inference on strong gravitational lenses.

Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 11 - Forks: 6

avehtari/BDA_course_Aalto

Bayesian Data Analysis course at Aalto

Language: TeX - Size: 440 MB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 2,199 - Forks: 561

tpapp/DynamicHMC.jl

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

Language: Julia - Size: 1.14 MB - Last synced at: 9 days ago - Pushed at: 25 days ago - Stars: 251 - Forks: 21

tpapp/LogDensityProblems.jl

A common framework for implementing and using log densities for inference.

Language: Julia - Size: 1.18 MB - Last synced at: 8 days ago - Pushed at: 23 days ago - Stars: 41 - Forks: 9

MangiolaLaboratory/sccomp

Mixed-effect model to test differences in cell type proportions from single-cell data, in R

Language: R - Size: 97.7 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 103 - Forks: 8

noclew/pgmpy Fork of pgmpy/pgmpy

Python Library for learning (Structure and Parameter) and inference (Probabilistic and Causal) in Bayesian Networks.

Language: Python - Size: 13.1 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

arthur-batel/IMPACT

Repository contaning the original code of IMPACT algorithm, an interpretable model for multi-target predictions with multi-class outputs"

Language: Jupyter Notebook - Size: 18 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 6 - Forks: 0

ollie-hulme/BayesianModels

This is a repo for the course Bayesian modelling of brains, minds and behavior

Language: Jupyter Notebook - Size: 64.1 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 3 - Forks: 3

khteh/pAIthon

Exploration of python language features and AI/ML.

Language: Python - Size: 232 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 1 - Forks: 0

arviz-devs/InferenceObjects.jl

Storage for results of Bayesian inference

Language: Julia - Size: 1.84 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 15 - Forks: 1

RuthAngus/stardate

Combining dating methods for better stellar ages

Language: Jupyter Notebook - Size: 201 MB - Last synced at: 7 days ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 9

friedmanroy/friedmanroy.github.io

Roy Friedman's home site and blog

Language: JavaScript - Size: 30.8 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

himelmallick/IntegratedLearner

Integrated Machine Learning for Multi-omics Classification and Prediction

Language: HTML - Size: 22.7 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 20 - Forks: 8

r-spatial/spatialreg

spatialreg: spatial models estimation and testing

Language: R - Size: 8.16 MB - Last synced at: 16 days ago - Pushed at: 27 days ago - Stars: 47 - Forks: 11

transientlunatic/gw-data-viewer

A browser-based viewer for gravitational-wave PE results files

Language: JavaScript - Size: 58.6 KB - Last synced at: 17 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

stephensrmmartin/MIRES

R package for Bayesian measurement invariance assessment using mixed effects and shrinkage.

Language: R - Size: 269 KB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 1 - Forks: 1

google/lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

Language: Python - Size: 12.7 MB - Last synced at: 26 days ago - Pushed at: 2 months ago - Stars: 962 - Forks: 211

fortitudo-tech/entropy-pooling

Entropy Pooling in Python with a BSD 3-Clause license.

Language: Python - Size: 271 KB - Last synced at: 25 days ago - Pushed at: 8 months ago - Stars: 39 - Forks: 14

Novartis/bamdd

Applied modelling in drug development: flexible Bayesian regression modelling in Stan via brms

Language: HTML - Size: 61.2 MB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 22 - Forks: 5

brendanhasz/probflow

A Python package for building Bayesian models with TensorFlow or PyTorch

Language: Python - Size: 3.23 MB - Last synced at: 13 days ago - Pushed at: almost 3 years ago - Stars: 174 - Forks: 16

adamlilith/mcmcHammer

Tools for anlaysis of MCMC chains

Language: R - Size: 1.89 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0

stephensrmmartin/LMMELSM

R Package for fitting latent multivariate mixed effects location scale models.

Language: R - Size: 712 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 2 - Forks: 1

DOI-USGS/geobipy

Geophysical Bayesian Inference in Python. Docs:

Language: Python - Size: 269 MB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 83 - Forks: 19

CCS-Lab/hBayesDM

Hierarchical Bayesian modeling of RLDM tasks, using R & Python

Language: TeX - Size: 58.5 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 240 - Forks: 115

paulnorthrop/revdbayes

Ratio-of-Uniforms Sampling for Bayesian Extreme Value Analysis

Language: R - Size: 256 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 2

elfi-dev/elfi

ELFI - Engine for Likelihood-Free Inference

Language: Python - Size: 2.15 MB - Last synced at: 28 days ago - Pushed at: 11 months ago - Stars: 274 - Forks: 62

ocbe-uio/bayesynergy

An R package for Bayesian semi-parametric modelling of in-vitro drug combination experiments

Language: C++ - Size: 141 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 3

phantomachine/soerisky

Estimated Bayesian Small Open Economics DSGE model with Stochastic Volatility in Structural Shock Processes

Size: 3.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

arzwa/Whale.jl

Bayesian gene tree reconciliation and WGD inference using amalgamated likelihood estimation

Language: Julia - Size: 4.63 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 15 - Forks: 5

ericmjl/bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

Language: Jupyter Notebook - Size: 126 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 557 - Forks: 111

saudiwin/idealstan

idealstan offers item-response theory (IRT) ideal-point estimation for binary, ordinal, counts and continuous responses with time-varying and missing-data inference. Latent space model also included. Full and approximate Bayesian sampling with 'Stan' (www.mc-stan.org).

Language: R - Size: 91.5 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 55 - Forks: 12

marius311/CMBLensing.jl

The automatically differentiable and GPU-compatible toolkit for CMB analysis.

Language: Julia - Size: 308 MB - Last synced at: 22 days ago - Pushed at: 8 months ago - Stars: 50 - Forks: 11

bayesplay/bayesplay

The Bayesian playground. A package for learning Bayes factors

Language: R - Size: 7.96 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 2

angrysky56/Bayesian_MCTS_Agent

Adaptive Advanced Tree Search function designed for OpenWeb-UI

Language: Python - Size: 810 KB - Last synced at: 19 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1

RezaSaadatyar/Machine-Learning-with-MATLAB

This repository contains a MATLAB-based Machine Learning Software (MLS) offers advanced biomedical signal processing with an intuitive GUI for analyzing EEG, ECG, and EMG. Features include noise filtering, feature extraction, dimensionality reduction, and customizable machine learning algorithms for tailored classification and analysis.

Language: MATLAB - Size: 25.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

Novartis/RBesT

Tool-set to support Bayesian evidence synthesis in R

Language: R - Size: 15.8 MB - Last synced at: 4 days ago - Pushed at: 19 days ago - Stars: 23 - Forks: 2

n8thangreen/BCEA Fork of giabaio/BCEA

Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the posterior distributions of suitable variables of costs and clinical benefits for two or more interventions, produces a health economic evaluation. Compares one of the interventions (the "reference") to the others ("comparators"). Produces many summary and plots to analyse the results

Language: R - Size: 180 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 2

Related Keywords
bayesian 977 bayesian-inference 150 machine-learning 125 r 123 statistics 114 bayesian-statistics 113 python 109 mcmc 85 stan 81 r-package 52 bayesian-methods 46 bayes 41 rstats 40 bayesian-data-analysis 37 deep-learning 36 data-science 34 regression 31 time-series 29 julia 27 inference 26 ai 25 pytorch 24 neural-network 22 linear-regression 22 probabilistic-programming 22 gaussian-processes 22 bayesian-network 21 logistic-regression 19 artificial-intelligence 19 clustering 18 optimization 18 machine-learning-algorithms 17 probability 17 python3 16 forecasting 16 phylogenetics 16 tensorflow 16 brms 15 visualization 15 bayesian-optimization 14 classification 13 pymc 13 jags 13 javascript 13 modeling 12 matlab 12 model 12 nlp 12 uncertainty 11 monte-carlo 11 variational-inference 11 markov-chain-monte-carlo 11 ml 11 pca 10 bayes-classifier 10 rstan 10 jupyter-notebook 10 sampling 10 pymc3 10 kalman-filter 10 network 10 data-analysis 10 naive-bayes-classifier 9 julia-language 9 bayesian-networks 9 svm 9 rstanarm 9 explainable-ai 9 reinforcement-learning 9 scikit-learn 9 markov-chain 9 mixed-models 8 spatial 8 hacktoberfest 8 deep-neural-networks 8 bayesian-analysis 8 probabilistic-graphical-models 8 prediction 8 bioinformatics 7 naive-bayes 7 bvar 7 dirichlet-process 7 beast2 7 hierarchical-models 7 high-performance-computing 7 keras 7 multilevel-models 7 bayesian-neural-networks 7 astrophysics 7 knn 7 metropolis-hastings 7 java 7 artificial-intelligence-algorithms 7 covid-19 7 ecology 7 classifier 7 neural-networks 7 probabilistic-models 6 reproducibility 6 bayesian-deep-learning 6