Bayesian Inference for Joint Estimation Models Using Copulas to Handle Endogenous Regressors
ABSTRACT This study proposes a Bayesian approach for finite‐sample inference of the Gaussian copula endogeneity correction. Extant studies use frequentist inference, build on a priori computed estimates of marginal distributions of explanatory variables, and use bootstrapping to obtain standard errors. The proposed Bayesian approach facilitates precise
Rouven E. Haschka
wiley +1 more source
A Review: Construction of Statistical Distributions. [PDF]
Fang KT, Lin YX, Deng YH.
europepmc +1 more source
Redesigning Risk Assessments in the Age of AI: Emergence of the Opacity Risk Dimension
ABSTRACT The foundational instruments of organizational risk analysis, most notably the two‐dimensional Impact × Probability matrix, were designed for failures in traditional and predictable systems. As such, they are ill‐equipped to address the unpredictability and complexity that define modern artificial intelligence.
Helmi Issa
wiley +1 more source
A dependent circular-linear model for multivariate biomechanical data: Ilizarov ring fixator study. [PDF]
Nagar P +4 more
europepmc +1 more source
(Co‐)Reference All the Way Down: A Unified Theory of (Pro) Nominals in Ordinary English
ABSTRACT This essay joins two themes, both arising from Kripke's inspiring ideas in the theory of reference. The first theme concerns reference in general. The second examines the notion of co‐reference and the role it plays in a unified theory of pronouns for natural language.
Jessica Pepp, Joseph Almog
wiley +1 more source
Permutation Tests Based on the Copula-Graphic Estimator and Their Use for Survival Tree Construction. [PDF]
Baur P, Pauly M, Emura T.
europepmc +1 more source
Generation of realistic virtual adult populations using a model-based copula approach. [PDF]
Guo Y +4 more
europepmc +1 more source
Likelihood Inference for Factor Copula Models with Asymmetric Tail Dependence. [PDF]
Joe H, Li X.
europepmc +1 more source
A Step-by-Step Workflow for Performing In Silico Clinical Trials With Nonlinear Mixed Effects Models. [PDF]
Cortés-Ríos J +4 more
europepmc +1 more source
Multivariate stochastic generation of meteorological data for building simulation through interdependent meteorological processes. [PDF]
Jiao Z, Yuan J, Farnham C, Emura K.
europepmc +1 more source

