Publications by Zhengxiao Wei, Farouk S. Nathoo, Michael E. J. Masson
Intro to Spatial Modeling Using INLA
============================================================================================================ PREVIOUS: https://rpubs.com/sherloconan/1164312 THIS: https://rpubs.com/sherloconan/ MORE: https://github.com/zhengxiaoUVic/Spatial \(\{y(\mathbf{s}_i);\ \mathbf{s}_i\in\mathcal{D}\subseteq\mathbb{R}^d\}\sim\boldsymbol{\mathcal{N}}(\boldsym...
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Using the ttestBF and anovaBF R Functions
============================================================================================================ PREVIOUS: https://rpubs.com/sherloconan/1184363 THIS: https://rpubs.com/sherloconan/1187595 MORE: https://github.com/zhengxiaoUVic/Bayesian Default functions in “BayesFactor” version 0.9.2 and later return the same Bayes factor estimate...
742 sym Python (3598 sym/6 pcs)
Analyzing Linear Mixed-Effects Models
============================================================================================================ PREVIOUS: https://rpubs.com/sherloconan/1151407 THIS: https://rpubs.com/sherloconan/1184363 MORE: https://github.com/zhengxiaoUVic Model (for Aggregated Data) \[\begin{align*} \tag{1} \mathcal{M}_1:\ Y_{ik}&=\mu+s_k+\alpha_i+\epsilon_...
1406 sym R (8459 sym/19 pcs)
The Bayes Factors and P-Values under Model Misspecification
============================================================================================================ The Bayes factor: https://rpubs.com/sherloconan/1160305 \(p\)-values: https://rpubs.com/sherloconan/1163912 The Bayes factors and \(p\)-values: https://rpubs.com/sherloconan/1164042 MORE: https://github.com/zhengxiaoUVic/Bayesian 1. Skewed ...
1114 sym Python (6299 sym/36 pcs) 67 img
Distributions of P-Values under Model Misspecification
============================================================================================================ PREVIOUS: https://rpubs.com/sherloconan/1160305 THIS: https://rpubs.com/sherloconan/1163912 MORE: https://github.com/zhengxiaoUVic/Bayesian 1. Skewed \(t\) 1.1 Skew Student-\(t\) Distribution Same population mean and variance. x <- seq(-3,...
984 sym Python (5573 sym/36 pcs) 67 img
Robustness of the Bayes Factor under Model Misspecification
============================================================================================================ PREVIOUS: https://rpubs.com/sherloconan/1151407 THIS: https://rpubs.com/sherloconan/1160305 MORE: https://github.com/zhengxiaoUVic/Bayesian Skew Student-\(t\) Distribution x <- seq(-3, 3, by=0.01) y0 <- dnorm(x, mean=0, sd=1) y1 <- fGarch::...
434 sym Python (2993 sym/13 pcs) 3 img
Estimating the Highest-Order Interaction
============================================================================================================ PREVIOUS: https://rpubs.com/sherloconan/1117715 THIS: https://rpubs.com/sherloconan/1151407 MORE: https://github.com/zhengxiaoUVic/Bayesian 1. One-Way Repeated-Measures 2. Two-Way Repeated-Measures 3. Simulations 4. R Scripts...
373 sym
Distributions of Random Effects
============================================================================================================ PREVIOUS: https://rpubs.com/sherloconan/1113820 THIS: <> MORE: https://github.com/zhengxiaoUVic/Bayesian 1. Getting Started Random Intercept-Only (RIO): JASP v 0.16.2 or below; anovaBF v 0.9.12-4.5 or below. \[\begin{equation} \tag{1} \m...
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Bayesian Model Averaging and Inclusion Bayes Factors
============================================================================================================ PREVIOUS: https://rpubs.com/sherloconan/1033617 THIS: https://rpubs.com/sherloconan/1113820 MORE: https://github.com/zhengxiaoUVic/Bayesian 1. Getting Started For testing the predictor of interest \(a\) in two-way repeated-measures designs...
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