## Posts by Abe Flaxman

28 April 2022 - Gaussian Mixture Model

## Posts by Abhipsha Das

28 September 2023 - GLM: Negative Binomial Regression

10 January 2023 - GLM: Robust Linear Regression

17 June 2022 - Stochastic Volatility model

08 January 2022 - GLM: Model Selection

08 January 2022 - Dirichlet mixtures of multinomials

16 September 2021 - Dirichlet process mixtures for density estimation

## Posts by Adrian Seybolt

28 January 2023 - Hierarchical Partial Pooling

## Posts by Agustina Arroyuelo

28 February 2018 - Diagnosing Biased Inference with Divergences

## Posts by Alex Andorra

28 October 2022 - Kronecker Structured Covariances

24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling

## Posts by Alexandre Andorra

28 June 2024 - Gaussian Processes: HSGP Advanced Usage

10 June 2024 - Gaussian Processes: HSGP Reference & First Steps

## Posts by Ana Rita Santos and Sandra Meneses

31 July 2022 - Gaussian Processes using numpy kernel

## Posts by Andrew Straw

07 January 2022 - Bayesian Estimation Supersedes the T-Test

## Posts by Andriy Mnih

## Posts by Andrés suárez

07 January 2022 - Bayesian Estimation Supersedes the T-Test

## Posts by Austin Rochford

17 January 2023 - Bayesian Survival Analysis

17 April 2022 - NBA Foul Analysis with Item Response Theory

16 September 2021 - Dirichlet process mixtures for density estimation

## Posts by Benjamin T. Vincent

28 December 2023 - Bayesian copula estimation: Describing correlated joint distributions

28 October 2022 - Interrupted time series analysis

28 September 2022 - Difference in differences

28 September 2022 - Bayesian regression with truncated or censored data

28 April 2022 - Regression discontinuity design analysis

28 March 2022 - Simpson’s paradox and mixed models

28 March 2022 - Bayesian moderation analysis

28 February 2022 - Binomial regression

28 February 2022 - Bayesian mediation analysis

23 October 2021 - Estimating parameters of a distribution from awkwardly binned data

## Posts by Benjamin Vincent

28 September 2023 - GLM: Negative Binomial Regression

30 November 2022 - GLM: Poisson Regression

## Posts by Bill Engels

28 June 2024 - Gaussian Processes: HSGP Advanced Usage

10 June 2024 - Gaussian Processes: HSGP Reference & First Steps

06 June 2023 - Gaussian Processes: Latent Variable Implementation

04 June 2023 - Marginal Likelihood Implementation

28 October 2022 - Kronecker Structured Covariances

28 April 2022 - Gaussian Process for CO2 at Mauna Loa

22 March 2022 - Mean and Covariance Functions

## Posts by Byron J. Smith

08 January 2022 - Dirichlet mixtures of multinomials

## Posts by Chris Fonnesbeck

04 June 2023 - Marginal Likelihood Implementation

02 February 2023 - Multivariate Gaussian Random Walk

17 January 2023 - Reparameterizing the Weibull Accelerated Failure Time Model

17 January 2023 - Bayesian Survival Analysis

13 January 2023 - Introduction to Variational Inference with PyMC

13 January 2023 - Empirical Approximation overview

10 January 2023 - GLM: Robust Linear Regression

07 January 2023 - Analysis of An AR(1) Model in PyMC

24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling

31 July 2022 - Gaussian Processes using numpy kernel

28 April 2022 - Gaussian Process for CO2 at Mauna Loa

10 February 2022 - Lasso regression with block updating

07 January 2022 - Bayesian Estimation Supersedes the T-Test

## Posts by Chris Hartl

19 March 2022 - Factor analysis

## Posts by Chrisopher Krapu

## Posts by Christian Luhmann

28 January 2023 - Hierarchical Partial Pooling

31 May 2022 - Sampler Statistics

31 May 2022 - General API quickstart

## Posts by Christopher Krapu

28 October 2022 - Kronecker Structured Covariances

19 March 2022 - Factor analysis

## Posts by Colin Caprani

27 September 2022 - Generalized Extreme Value Distribution

## Posts by Colin Carroll

24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling

17 June 2022 - Stochastic Volatility model

02 April 2022 - Model building and expansion for golf putting

## Posts by Conor Hassan

10 January 2023 - GLM: Robust Linear Regression

29 July 2022 - Conditional Autoregressive (CAR) Models for Spatial Data

## Posts by Cuong Duong

23 May 2021 - Introduction to Bayesian A/B Testing

## Posts by Danh Phan

28 October 2022 - Kronecker Structured Covariances

28 April 2022 - Air passengers - Prophet-like model

## Posts by Daniel Saunders

18 August 2023 - The Besag-York-Mollie Model for Spatial Data

29 July 2022 - Conditional Autoregressive (CAR) Models for Spatial Data

## Posts by Demetri Pananos

10 January 2023 - Hierarchical Binomial Model: Rat Tumor Example

## Posts by Ed Herbst

07 January 2023 - Analysis of An AR(1) Model in PyMC

## Posts by Eric Ma

28 December 2023 - Bayesian copula estimation: Describing correlated joint distributions

23 October 2021 - Estimating parameters of a distribution from awkwardly binned data

## Posts by Erik Werner

19 March 2022 - Factor analysis

## Posts by Farhan Reynaldo

10 January 2023 - Hierarchical Binomial Model: Rat Tumor Example

24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling

## Posts by George Ho

17 January 2023 - Reparameterizing the Weibull Accelerated Failure Time Model

## Posts by Greg Brunkhorst

18 January 2023 - DEMetropolis(Z) Sampler Tuning

18 January 2023 - DEMetropolis and DEMetropolis(Z) Algorithm Comparisons

16 January 2023 - ODE Lotka-Volterra With Bayesian Inference in Multiple Ways

## Posts by Ian Ozsvald

28 September 2023 - GLM: Negative Binomial Regression

## Posts by Igor Kuvychko

10 January 2023 - GLM: Robust Linear Regression

02 August 2022 - How to debug a model

## Posts by Jesse Grabowski

28 July 2024 - Time Series Models Derived From a Generative Graph

16 December 2021 - Using Data Containers

## Posts by John Salvatier

17 June 2022 - Stochastic Volatility model

## Posts by Jon Sedar

08 January 2022 - GLM: Model Selection

17 November 2021 - GLM: Robust Regression using Custom Likelihood for Outlier Classification

## Posts by Jonathan Sedar

30 November 2022 - GLM: Poisson Regression

## Posts by Joshua Cook

04 June 2022 - Splines

## Posts by Juan Martin Loyola

16 December 2021 - Using Data Containers

## Posts by Juan Orduz

28 January 2023 - Modeling Heteroscedasticity with BART

## Posts by Juan Orduz and Ricardo Vieira

28 July 2024 - Time Series Models Derived From a Generative Graph

## Posts by Junpeng Lao

17 January 2023 - Reparameterizing the Weibull Accelerated Failure Time Model

10 January 2023 - Hierarchical Binomial Model: Rat Tumor Example

08 January 2022 - GLM: Model Selection

## Posts by Jørgen Midtbø

16 December 2021 - Using a “black box” likelihood function

## Posts by Kavya Jaiswal

16 December 2021 - Using Data Containers

## Posts by Lorenzo Itoniazzi

02 February 2023 - Multivariate Gaussian Random Walk

## Posts by Lorenzo Toniazzi

17 April 2022 - NBA Foul Analysis with Item Response Theory

10 February 2022 - Lasso regression with block updating

## Posts by Luis Mario Domenzain

28 May 2022 - Censored Data Models

## Posts by Mack Sweeney

## Posts by Marco Gorelli

28 April 2022 - Air passengers - Prophet-like model

02 April 2022 - Model building and expansion for golf putting

## Posts by Matt Pitkin

16 December 2021 - Using a “black box” likelihood function

## Posts by Maxim Kochurov

28 June 2024 - Gaussian Processes: HSGP Advanced Usage

13 January 2023 - Introduction to Variational Inference with PyMC

13 January 2023 - Empirical Approximation overview

## Posts by Meenal Jhajharia

31 May 2022 - Sampler Statistics

19 March 2022 - A Hierarchical model for Rugby prediction

## Posts by Michael Osthege

18 January 2023 - DEMetropolis(Z) Sampler Tuning

18 January 2023 - DEMetropolis and DEMetropolis(Z) Algorithm Comparisons

10 February 2022 - Lasso regression with block updating

## Posts by Michał Raczycki

22 February 2023 - Using ModelBuilder class for deploying PyMC models

## Posts by Nathaniel Forde

28 January 2024 - Bayesian Non-parametric Causal Inference

28 November 2023 - Frailty and Survival Regression Models

28 June 2023 - Discrete Choice and Random Utility Models

28 April 2023 - Regression Models with Ordered Categorical Outcomes

28 April 2023 - Longitudinal Models of Change

28 February 2023 - Bayesian Missing Data Imputation

28 January 2023 - Reliability Statistics and Predictive Calibration

28 November 2022 - Bayesian Vector Autoregressive Models

20 October 2022 - Forecasting with Structural AR Timeseries

## Posts by Oriol Abril

24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling

16 December 2021 - Using a “black box” likelihood function

16 December 2021 - Using Data Containers

17 November 2021 - GLM: Robust Regression using Custom Likelihood for Outlier Classification

## Posts by Oriol Abril Pla

10 January 2023 - GLM: Robust Linear Regression

22 March 2022 - Mean and Covariance Functions

## Posts by Oriol Abril-Pla

02 April 2022 - Model building and expansion for golf putting

19 March 2022 - Factor analysis

19 March 2022 - A Hierarchical model for Rugby prediction

08 January 2022 - GLM: Model Selection

08 January 2022 - Dirichlet mixtures of multinomials

## Posts by Osvaldo Martin

28 August 2024 - Model Averaging

28 May 2024 - Categorical regression

25 January 2023 - Quantile Regression with BART

10 January 2023 - Bayes Factors and Marginal Likelihood

21 December 2021 - Bayesian Additive Regression Trees: Introduction

## Posts by Pablo Garay

28 May 2024 - Categorical regression

## Posts by Peadar Coyle

19 March 2022 - A Hierarchical model for Rugby prediction

## Posts by Raul Maldonado

13 January 2023 - Empirical Approximation overview

10 February 2022 - Lasso regression with block updating

17 November 2021 - GLM: Robust Regression using Custom Likelihood for Outlier Classification

## Posts by Raul-ing Average

28 October 2022 - Kronecker Structured Covariances

## Posts by Raúl Maldonado

10 January 2023 - Hierarchical Binomial Model: Rat Tumor Example

## Posts by Reshama Shaikh

10 January 2023 - GLM: Robust Linear Regression

## Posts by Ricardo Vieira

05 August 2022 - Fitting a Reinforcement Learning Model to Behavioral Data with PyMC

24 March 2022 - How to wrap a JAX function for use in PyMC

16 December 2021 - Using a “black box” likelihood function

## Posts by Rob Zinkov

20 January 2024 - Automatic marginalization of discrete variables

## Posts by Ruslan Salakhutdinov

## Posts by Shashank Kirtania

22 February 2023 - Using ModelBuilder class for deploying PyMC models

## Posts by Thomas Wiecki

11 July 2023 - Faster Sampling with JAX and Numba

22 February 2023 - Using ModelBuilder class for deploying PyMC models

05 February 2023 - Pathfinder Variational Inference

28 January 2023 - Rolling Regression

10 January 2023 - GLM: Robust Linear Regression

02 August 2022 - How to debug a model

30 May 2022 - Variational Inference: Bayesian Neural Networks

10 February 2022 - Lasso regression with block updating

07 January 2022 - Bayesian Estimation Supersedes the T-Test

17 November 2021 - GLM: Robust Regression using Custom Likelihood for Outlier Classification

## Posts by Vladislavs Dovgalecs

28 January 2023 - Hierarchical Partial Pooling

## Posts by [David Brochart](https://github.com/davidbrochart)

28 January 2017 - Updating Priors

## Posts by [Juan Orduz](https://juanitorduz.github.io/)

28 January 2024 - Baby Births Modelling with HSGPs

## Posts by PyMC Contributors

28 December 2023 - Out-Of-Sample Predictions

31 May 2022 - Approximate Bayesian Computation

19 October 2021 - Sequential Monte Carlo

23 September 2021 - GLM: Mini-batch ADVI on hierarchical regression model

18 September 2021 - Marginalized Gaussian Mixture Model

## Posts by updated by Chris Fonnesbeck

30 May 2022 - Variational Inference: Bayesian Neural Networks