Posts tagged
31 July 2022 - Gaussian Processes using numpy kernel
27 June 2022 - GLM: Negative Binomial Regression
31 May 2022 - General API quickstart
27 March 2022 - Bayesian moderation analysis
27 February 2022 - Binomial regression
08 January 2022 - Dirichlet mixtures of multinomials
07 January 2022 - Bayesian Estimation Supersedes the T-Test
16 December 2021 - Using a “black box” likelihood function (numpy)
07 October 2021 - Hierarchical Partial Pooling
18 September 2021 - Marginalized Gaussian Mixture Model
16 September 2021 - Dirichlet process mixtures for density estimation
Posts tagged ABC
31 May 2022 - Approximate Bayesian Computation
Posts tagged Aesara
05 August 2022 - Fitting a Reinforcement Learning Model to Behavioral Data with PyMC
02 August 2022 - How to debug a model
24 March 2022 - How to wrap a JAX function for use in PyMC
Posts tagged BART
21 December 2021 - Bayesian Additive Regression Trees: Introduction
Posts tagged Bayes Factors
01 June 2022 - Bayes Factors and Marginal Likelihood
Posts tagged Bayesian workflow
02 April 2022 - Model building and expansion for golf putting
Posts tagged CO2
27 April 2022 - Gaussian Process for CO2 at Mauna Loa
Posts tagged JAX
24 March 2022 - How to wrap a JAX function for use in PyMC
Posts tagged PCA
19 March 2022 - Factor analysis
Posts tagged Reinforcement Learning
05 August 2022 - Fitting a Reinforcement Learning Model to Behavioral Data with PyMC
Posts tagged SMC
31 May 2022 - Approximate Bayesian Computation
19 October 2021 - Sequential Monte Carlo
Posts tagged Simpson's paradox
27 March 2022 - Simpson’s paradox and mixed models
Posts tagged ab test
23 May 2021 - Introduction to Bayesian A/B Testing
Posts tagged autoregressive
20 October 2022 - Forecasting with Structural AR Timeseries
Posts tagged bayesian structural timeseries
20 October 2022 - Forecasting with Structural AR Timeseries
Posts tagged binned data
23 October 2021 - Estimating parameters of a distribution from awkwardly binned data
Posts tagged binomial regression
27 February 2022 - Binomial regression
Posts tagged case study
24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling
17 June 2022 - Stochastic Volatility model
17 April 2022 - NBA Foul Analysis with Item Response Theory
16 December 2021 - Using a “black box” likelihood function (numpy)
23 October 2021 - Estimating parameters of a distribution from awkwardly binned data
23 May 2021 - Introduction to Bayesian A/B Testing
Posts tagged causal impact
27 October 2022 - Interrupted time series analysis
Posts tagged causal inference
27 October 2022 - Interrupted time series analysis
27 September 2022 - Difference in differences
27 April 2022 - Regression discontinuity design analysis
Posts tagged censored
27 September 2022 - Bayesian regression with truncated or censored data
27 May 2022 - Censored Data Models
Posts tagged classification
27 April 2022 - Gaussian Mixture Model
Posts tagged count data
Posts tagged counterfactuals
27 October 2022 - Interrupted time series analysis
27 September 2022 - Difference in differences
27 April 2022 - Regression discontinuity design analysis
Posts tagged cox process
Posts tagged cross validation
08 January 2022 - GLM: Model Selection
Posts tagged debugging
02 August 2022 - How to debug a model
Posts tagged diagnostics
31 May 2022 - Sampler Statistics
27 February 2018 - Diagnosing Biased Inference with Divergences
Posts tagged difference in differences
27 September 2022 - Difference in differences
Posts tagged external likelihood
16 December 2021 - Using a “black box” likelihood function (numpy)
Posts tagged extreme
27 September 2022 - Generalized Extreme Value Distribution
Posts tagged factor analysis
19 March 2022 - Factor analysis
Posts tagged forecasting
27 October 2022 - Interrupted time series analysis
20 October 2022 - Forecasting with Structural AR Timeseries
Posts tagged gaussian process
27 October 2022 - Kronecker Structured Covariances
31 July 2022 - Gaussian Processes using numpy kernel
27 April 2022 - Gaussian Process for CO2 at Mauna Loa
22 March 2022 - Mean and Covariance Functions
Posts tagged gaussian processes
28 September 2022 - Gaussian Processes: Latent Variable Implementation
Posts tagged generalized linear model
24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling
27 September 2022 - Bayesian regression with truncated or censored data
27 June 2022 - Rolling Regression
27 June 2022 - GLM: Negative Binomial Regression
17 April 2022 - NBA Foul Analysis with Item Response Theory
27 February 2022 - Binomial regression
08 January 2022 - GLM: Model Selection
11 November 2021 - Hierarchical Binomial Model: Rat Tumor Example
23 September 2021 - GLM: Mini-batch ADVI on hierarchical regression model
Posts tagged hidden markov model
24 March 2022 - How to wrap a JAX function for use in PyMC
Posts tagged hierarchical model
27 November 2022 - Bayesian Vector Autoregressive Models
24 October 2022 - A Primer on Bayesian Methods for Multilevel Modeling
17 April 2022 - NBA Foul Analysis with Item Response Theory
27 March 2022 - Simpson’s paradox and mixed models
19 March 2022 - A Hierarchical model for Rugby prediction
11 November 2021 - Hierarchical Binomial Model: Rat Tumor Example
07 October 2021 - Hierarchical Partial Pooling
23 September 2021 - GLM: Mini-batch ADVI on hierarchical regression model
27 February 2018 - Diagnosing Biased Inference with Divergences
Posts tagged hypothesis testing
07 January 2022 - Bayesian Estimation Supersedes the T-Test
Posts tagged inference
27 September 2022 - Generalized Extreme Value Distribution
Posts tagged jax
30 September 2022 - Pathfinder Variational Inference
Posts tagged latent gaussian process
Posts tagged linear model
27 March 2022 - Simpson’s paradox and mixed models
25 September 2021 - Multivariate Gaussian Random Walk
27 August 2013 - GLM: Robust Linear Regression
Posts tagged loo
08 January 2022 - GLM: Model Selection
Posts tagged matrix factorization
19 March 2022 - Factor analysis
Posts tagged mediation
27 February 2022 - Bayesian mediation analysis
Posts tagged minibatch
30 May 2022 - Variational Inference: Bayesian Neural Networks
Posts tagged mixture model
27 April 2022 - Gaussian Mixture Model
08 January 2022 - Dirichlet mixtures of multinomials
18 September 2021 - Marginalized Gaussian Mixture Model
16 September 2021 - Dirichlet process mixtures for density estimation
Posts tagged model averaging
27 August 2022 - Model Averaging
Posts tagged model comparison
27 August 2022 - Model Averaging
01 June 2022 - Bayes Factors and Marginal Likelihood
08 January 2022 - GLM: Model Selection
07 January 2022 - Bayesian Estimation Supersedes the T-Test
Posts tagged model expansion
02 April 2022 - Model building and expansion for golf putting
Posts tagged moderation
27 March 2022 - Bayesian moderation analysis
Posts tagged multi-output
Posts tagged negative binomial regression
27 June 2022 - GLM: Negative Binomial Regression
Posts tagged neural networks
30 May 2022 - Variational Inference: Bayesian Neural Networks
Posts tagged non-parametric
21 December 2021 - Bayesian Additive Regression Trees: Introduction
Posts tagged nonparametric
Posts tagged panel data
27 September 2022 - Difference in differences
Posts tagged parameter estimation
23 October 2021 - Estimating parameters of a distribution from awkwardly binned data
Posts tagged path analysis
27 March 2022 - Bayesian moderation analysis
27 February 2022 - Bayesian mediation analysis
Posts tagged perceptron
30 May 2022 - Variational Inference: Bayesian Neural Networks
Posts tagged poisson
30 November 2022 - GLM: Poisson Regression
Posts tagged posterior predictive
27 September 2022 - Generalized Extreme Value Distribution
27 September 2022 - Difference in differences
27 March 2022 - Simpson’s paradox and mixed models
16 December 2021 - Using shared variables (Data container adaptation)
Posts tagged product recommendation
Posts tagged prophet
27 April 2022 - Air passengers - Prophet-like model
Posts tagged quasi experiments
27 October 2022 - Interrupted time series analysis
27 September 2022 - Difference in differences
27 April 2022 - Regression discontinuity design analysis
Posts tagged regression
30 November 2022 - GLM: Poisson Regression
27 September 2022 - Difference in differences
27 September 2022 - Bayesian regression with truncated or censored data
27 June 2022 - Rolling Regression
04 June 2022 - Splines
27 April 2022 - Regression discontinuity design analysis
27 March 2022 - Simpson’s paradox and mixed models
27 February 2022 - Bayesian mediation analysis
10 February 2022 - Lasso regression with block updating
21 December 2021 - Bayesian Additive Regression Trees: Introduction
17 November 2021 - GLM: Robust Regression using Custom Likelihood for Outlier Classification
25 September 2021 - Multivariate Gaussian Random Walk
27 August 2013 - GLM: Robust Linear Regression
Posts tagged robust
27 August 2013 - GLM: Robust Linear Regression
Posts tagged robust analysis
17 November 2021 - GLM: Robust Regression using Custom Likelihood for Outlier Classification
Posts tagged shared data
16 December 2021 - Using shared variables (Data container adaptation)
Posts tagged spatial
Posts tagged sports
02 April 2022 - Model building and expansion for golf putting
19 March 2022 - A Hierarchical model for Rugby prediction
Posts tagged survival analysis
27 May 2022 - Censored Data Models
Posts tagged time series
27 November 2022 - Bayesian Vector Autoregressive Models
27 October 2022 - Interrupted time series analysis
28 September 2022 - Gaussian Processes: Latent Variable Implementation
27 September 2022 - Difference in differences
17 June 2022 - Stochastic Volatility model
27 April 2022 - Air passengers - Prophet-like model
25 September 2021 - Multivariate Gaussian Random Walk
Posts tagged truncated
27 September 2022 - Bayesian regression with truncated or censored data
Posts tagged variational inference
30 September 2022 - Pathfinder Variational Inference
30 May 2022 - Variational Inference: Bayesian Neural Networks
23 September 2021 - GLM: Mini-batch ADVI on hierarchical regression model
Posts tagged vector autoregressive model
27 November 2022 - Bayesian Vector Autoregressive Models
Posts tagged waic
08 January 2022 - GLM: Model Selection