Xianzheng Huang

Works (2)

Updated: July 5th, 2023 15:56

2009 article

Latent‐Model Robustness in Joint Models for a Primary Endpoint and a Longitudinal Process

Huang, X., Stefanski, L. A., & Davidian, M. (2009, January 23). Biometrics, Vol. 65, pp. 719–727.

By: X. Huang*, L. Stefanski n  & M. Davidian n 

author keywords: Censoring; Random effect; Remeasurement method; SIMEX
MeSH headings : Biometry / methods; Clinical Trials as Topic; Computer Simulation; Data Interpretation, Statistical; Effect Modifier, Epidemiologic; Endpoint Determination / methods; Longitudinal Studies; Models, Statistical; Regression Analysis
topics (OpenAlex): Statistical Methods and Bayesian Inference; Statistical Methods and Inference; Bayesian Methods and Mixture Models
TL;DR: Methods to diagnose random effect model misspecification of the type that leads to biased inference on joint models are presented and illustrated via application to simulated data. (via Semantic Scholar)
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UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

2006 article

Latent-model robustness in structural measurement error models

Huang, X., Stefanski, L. A., & Davidian, M. (2006, March 1). Biometrika, Vol. 93, pp. 53–64.

By: X. Huang n, L. Stefanski n  & M. Davidian n 

author keywords: bias; latent variable; measurement error; remeasurement method; simulation extrapolation; structural modelling
topics (OpenAlex): Fault Detection and Control Systems; Control Systems and Identification; Statistical Methods and Inference
TL;DR: Methods for diagnosing the effects of model misspecification of the true-predictor distribution in structural measurement error models and practical techniques for examining the adequacy of an assumed latent predictor model are presented. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

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