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

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20 January 2024 - Automatic marginalization of discrete variables

14 January 2024 - Baby Births Modelling with HSGPs

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

14 November 2023 - Frailty and Survival Regression Models

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

11 July 2023 - Faster Sampling with JAX and Numba

06 June 2023 - Gaussian Processes: Latent Variable Implementation

04 June 2023 - Marginal Likelihood Implementation

28 January 2023 - Rolling Regression

28 January 2023 - Hierarchical Partial Pooling

25 January 2023 - Quantile Regression with BART

18 January 2023 - DEMetropolis(Z) Sampler Tuning

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

17 January 2023 - Reparameterizing the Weibull Accelerated Failure Time Model

17 January 2023 - Bayesian Survival Analysis

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

14 January 2023 - Reliability Statistics and Predictive Calibration

13 January 2023 - Introduction to Variational Inference with PyMC

10 January 2023 - Hierarchical Binomial Model: Rat Tumor Example

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

30 November 2022 - GLM: Poisson Regression

14 November 2022 - Bayesian Vector Autoregressive Models

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

20 October 2022 - Forecasting with Structural AR Timeseries

14 October 2022 - Multi-output Gaussian Processes: Coregionalization models using Hamadard product

14 October 2022 - Kronecker Structured Covariances

14 October 2022 - Interrupted time series analysis

14 September 2022 - Difference in differences

14 August 2022 - Model Averaging

14 July 2022 - Counterfactual inference: calculating excess deaths due to COVID-19

03 June 2022 - Probabilistic Matrix Factorization for Making Personalized Recommendations

31 May 2022 - Modeling spatial point patterns with a marked log-Gaussian Cox process

30 May 2022 - Variational Inference: Bayesian Neural Networks

14 May 2022 - Censored Data Models

17 April 2022 - NBA Foul Analysis with Item Response Theory

14 April 2022 - Gaussian Process for CO2 at Mauna Loa

14 April 2022 - Air passengers - Prophet-like model

02 April 2022 - Model building and expansion for golf putting

22 March 2022 - Mean and Covariance Functions

19 March 2022 - A Hierarchical model for Rugby prediction

08 January 2022 - GLM: Model Selection

21 December 2021 - Bayesian Additive Regression Trees: Introduction

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

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

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

18 September 2021 - Marginalized Gaussian Mixture Model

14 February 2018 - Diagnosing Biased Inference with Divergences