Publications by Zhengxiao Wei, Farouk S. Nathoo, Michael E. J. Masson
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_...
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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 ...
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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,...
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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::...
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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...
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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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Bayes Factors for One-Way Within-Subject Designs
============================================================================================================ PREVIOUS: weakly informative prior for covariance matrices, https://rpubs.com/sherloconan/1081051 PREVIOUS: inverse-Wishart prior for the error covariance matrix, https://rpubs.com/sherloconan/1085223 THIS: GLS and BIC approximation, https:/...
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Alternative Covariance Structure of the Error Term
============================================================================================================ Part 1: Using JAGS, https://rpubs.com/sherloconan/1015445 (unreliable estimates) Part 2: Using Stan, https://rpubs.com/sherloconan/1024130 The paradox on real data, https://rpubs.com/sherloconan/1033617 The paradox on simulated data, https:/...
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