Posts by @maedoc
12 July 2016 - Inferring parameters of SDEs using a Euler-Maruyama scheme
Posts by Abe Flaxman
12 April 2022 - Gaussian Mixture Model
Posts by Abhipsha Das
12 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
12 February 2018 - Diagnosing Biased Inference with Divergences
Posts by Alex Andorra
24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling
12 October 2022 - Kronecker Structured Covariances
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
12 September 2024 - Simpson’s paradox
12 December 2023 - Bayesian copula estimation: Describing correlated joint distributions
12 October 2022 - Interrupted time series analysis
12 September 2022 - Difference in differences
12 September 2022 - Bayesian regression with truncated or censored data
12 April 2022 - Regression discontinuity design analysis
12 March 2022 - Bayesian moderation analysis
12 February 2022 - Binomial regression
12 February 2022 - Bayesian mediation analysis
23 October 2021 - Estimating parameters of a distribution from awkwardly binned data
Posts by Benjamin Vincent
12 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
12 October 2022 - Kronecker Structured Covariances
12 April 2022 - Gaussian Process for CO2 at Mauna Loa
22 March 2022 - Mean and Covariance Functions
12 August 2017 - Student-t Process
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
12 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
12 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
12 October 2022 - Kronecker Structured Covariances
12 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 Dustin Stansbury
14 January 2024 - Categories and Curves
07 January 2024 - The Garden of Forking Data
07 January 2024 - Social Networks
07 January 2024 - Ordered Categories
07 January 2024 - Multilevel Models
07 January 2024 - Multilevel Adventures
07 January 2024 - Modeling Events
07 January 2024 - Missing Data
07 January 2024 - Measurement and Misclassification
07 January 2024 - Markov Chain Monte Carlo
07 January 2024 - Horoscopes
07 January 2024 - Good & Bad Controls
07 January 2024 - Geocentric Models
07 January 2024 - Generalized Linear Madness
07 January 2024 - Gaussian Processes
07 January 2024 - Fitting Over & Under
07 January 2024 - Elemental Confounds
07 January 2024 - Counts and Hidden Confounds
07 January 2024 - Correlated Features
Posts by Ed Herbst
07 January 2023 - Analysis of An AR(1) Model in PyMC
Posts by Eric Ma
12 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
12 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
12 January 2025 - 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 Dekermanjian
24 August 2024 - The prevalence of malaria in the Gambia
Posts by Jonathan Sedar
09 November 2024 - GLM-missing-values-in-covariates
27 October 2024 - GLM-ordinal-features
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
12 January 2023 - Modeling Heteroscedasticity with BART
Posts by Juan Orduz and Ricardo Vieira
12 January 2025 - 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
12 May 2022 - Censored Data Models
Posts by Mack Sweeney
Posts by Marco Gorelli
12 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
12 September 2024 - Confirmatory Factor Analysis and Structural Equation Models in Psychometrics
12 January 2024 - Bayesian Non-parametric Causal Inference
12 November 2023 - Frailty and Survival Regression Models
12 June 2023 - Discrete Choice and Random Utility Models
12 April 2023 - Regression Models with Ordered Categorical Outcomes
12 April 2023 - Longitudinal Models of Change
12 February 2023 - Bayesian Missing Data Imputation
12 January 2023 - Reliability Statistics and Predictive Calibration
12 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
12 August 2024 - Model Averaging
12 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
12 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
12 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)
12 January 2017 - Updating Priors
Posts by [Juan Orduz](https://juanitorduz.github.io/)
12 January 2024 - Baby Births Modelling with HSGPs
Posts by PyMC Contributors
12 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