Yanyan Sheng

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All published works

Action	Title	Year	Authors
+	Detecting latent subpopulations in international large-scale assessments by fitting MixIRT models using NUTS	2024	Rehab AlHakmani Yanyan Sheng
+	The $$\beta $$-Kenmotsu Statistical Structures of Constant $$\phi $$-Sectional Curvature on $$\beta $$-Kenmotsu Space Forms	2024	Xinlei Wu Yanyan Sheng Song Zhang
+	The Sasakian statistical structures of constant ϕ-sectional curvature on Sasakian space forms	2024	Xinlei Wu Yanyan Sheng Liang Zhang
+	CUDA-aware MPI implementation of Gibbs sampling for an IRT model	2023	William S. Welling Yanyan Sheng Michelle Zhu
+	Developing Efficient Bayesian Estimation of IRT Models for Integrated STEM Education	2023	Yanyan Sheng William S. Welling Michelle Zhu
+ PDF Chat	Empirical evaluation of fully Bayesian information criteria for mixture IRT models using NUTS	2022	Rehab AlHakmani Yanyan Sheng
+	Derivation of the percentile based Tukey distributions	2022	Yevgeniy Ptukhin Yanyan Sheng Todd C. Headrick
+	Derivation of the Percentile Based Parameters for Tukey HH, HR and HQ Distributions	2022	Yevgeniy Ptukhin Yanyan Sheng Todd C. Headrick
+ PDF Chat	Comparing two maximum likelihood algorithms for mixture Rasch models	2019	Yevgeniy Ptukhin Yanyan Sheng
+	NUTS for Mixture IRT Models	2019	Rehab Al Hakmani Yanyan Sheng
+	Comparison of Hyperpriors for Modeling the Intertrait Correlation in a Multidimensional IRT Model	2019	Meng-I Chang Yanyan Sheng
+ PDF Chat	Investigating a Weakly Informative Prior for Item Scale Hyperparameters in Hierarchical 3PNO IRT Models	2017	Yanyan Sheng
+	A Comparison of Two MCMC Algorithms for the 2PL IRT Model	2017	Meng-I Chang Yanyan Sheng
+	Fitting Graded Response Models to Data with Non-Normal Latent Traits	2017	Tzu‐Chun Kuo Yanyan Sheng
+ PDF Chat	A Comparison of Estimation Methods for a Multi-unidimensional Graded Response IRT Model	2016	Tzu‐Chun Kuo Yanyan Sheng
+ PDF Chat	Bayesian Estimation of a Multi-Unidimensional Graded Response IRT Model	2015	Tzu‐Chun Kuo Yanyan Sheng
+	Review of <b>Bayesian Item Response Modeling: Theory and Applications</b>, by Jean-Paul Fox	2015	Yanyan Sheng
+	GPU-Accelerated Computing with Gibbs Sampler for the 2PNO IRT Model	2015	Yanyan Sheng William S. Welling Michelle Zhu
+ PDF Chat	A GPU-Based Gibbs Sampler for a Unidimensional IRT Model	2014	Yanyan Sheng William S. Welling Michelle Zhu
+	Assessing the Flynn Effect in the Wechsler Scales	2014	A. Alexander Beaujean Yanyan Sheng
+ PDF Chat	An Alternative to Cronbach’s Alpha: An L-Moment-Based Measure of Internal-Consistency Reliability	2013	Todd C. Headrick Yanyan Sheng
+ PDF Chat	A Proposed Measure of Internal Consistency Reliability: Coefficient L-Alpha	2013	Todd C. Headrick Yanyan Sheng
+	An Empirical Investigation of Bayesian Hierarchical Modeling with Unidimensional IRT Models	2013	Yanyan Sheng
+	Bayesian Hierarchical Modeling with 3PNO Item Response Models	2013	Yanyan Sheng Todd C. Headrick
+	Bayesian Estimation of the Three-Parameter Multi-Unidimensional Model	2013	Yanyan Sheng
+ PDF Chat	High Performance Gibbs Sampling for IRT Models Using Row-Wise Decomposition	2012	Yanyan Sheng Mona Rahimi
+ PDF Chat	A Gibbs Sampler for the Multidimensional Item Response Model	2012	Yanyan Sheng Todd C. Headrick
+	Power Method Distributions through Conventional Moments and L-Moments	2012	Flaviu A. Hodis Todd C. Headrick Yanyan Sheng
+ PDF Chat	Parallel Computing with a Bayesian Item Response Model	2012	Kyriakos Patsias Mona Rahimi Yanyan Sheng Shahram Rahimi
+ PDF Chat	Is Coefficient Alpha Robust to Non-Normal Data?	2012	Yanyan Sheng Zhaohui Sheng
+	On Simulating Univariate and Multivariate Burr Type III and Type XII Distributions	2010	Todd C. Headrick Mohan D. Pant Yanyan Sheng
+	A Sensitivity Analysis of Gibbs Sampling for 3PNO IRT Models: Effects of Prior Specifications on Parameter Estimates	2010	Yanyan Sheng
+	Bayesian Estimation of MIRT Models with General and Specific Latent Traits in<i>MATLAB</i>	2010	Yanyan Sheng
+ PDF Chat	JMASM28: Gibbs Sampling for 2PNO Multi-unidimensional Item Response Theory Models (Fortran)	2009	Yanyan Sheng Todd C. Headrick
+	Item Selection With Biased-Coin Up-and-Down Designs	2009	Yanyan Sheng Zhaohui Sheng
+ PDF Chat	A MATLAB Package for Markov Chain Monte Carlo with a Multi-Unidimensional IRT Model	2008	Yanyan Sheng
+	A<i>MATLAB</i>Package for Markov Chain Monte Carlo with a Multi-Unidimensional IRT Model	2008	Yanyan Sheng
+	Markov Chain Monte Carlo Estimation of Normal Ogive IRT Models in<i>MATLAB</i>	2008	Yanyan Sheng
+	Parametric Probability Densities and Distribution Functions for Tukey g -and- h Transformations and their Use for Fitting Data	2008	Todd C. Headrick Rhonda K. Kowalchuk Yanyan Sheng
+	Bayesian Multidimensional IRT Models With a Hierarchical Structure	2007	Yanyan Sheng Christopher K. Wikle
+ PDF Chat	JMASM27: An Algorithm for Implementing Gibbs Sampling for 2PNO IRT Models (Fortran)	2007	Yanyan Sheng Todd C. Headrick
+	Bayesian analysis of hierarchical IRT models: comparing and combining the unidimensional & multi-unidimensional IRT models	2005	Yanyan Sheng

Common Coauthors

Coauthor	Papers Together
Todd C. Headrick	11
William S. Welling	4
Michelle Zhu	4
Yevgeniy Ptukhin	3
Tzu‐Chun Kuo	3
Zhaohui Sheng	2
Rehab AlHakmani	2
Xinlei Wu	2
Mona Rahimi	2
Meng-I Chang	2
Flaviu A. Hodis	1
Shahram Rahimi	1
Rhonda K. Kowalchuk	1
A. Alexander Beaujean	1
Rehab Al Hakmani	1
Kyriakos Patsias	1
Mohan D. Pant	1
Christopher K. Wikle	1
Liang Zhang	1
Song Zhang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images	1984	Stuart Geman Donald Geman	23
+	Bayesian Estimation of Normal Ogive Item Response Curves Using Gibbs Sampling	1992	James H. Albert	19
+	A Straightforward Approach to Markov Chain Monte Carlo Methods for Item Response Models	1999	Richard J. Patz Brian W. Junker	18
+ PDF Chat	Inference from Iterative Simulation Using Multiple Sequences	1992	Andrew Gelman Donald B. Rubin	14
+	Statistical theory for logistic mental test models with a prior distribution of ability	1969	Allan Birnbaum	13
+	Understanding the Metropolis-Hastings Algorithm	1995	Siddhartha Chib Edward Greenberg	12
+	Bayes and Empirical Bayes Methods for Data Analysis	2001	Bradley P. Carlin Thomas A. Louis	12
+	MCMC estimation and some model-fit analysis of multidimensional IRT models	2001	Anton A. Béguin Cees A. W. Glas	11
+	Bayesian Estimation and Model Choice in Item Response Models	2002	Sujit K. Sahu	10
+	Bayesian Computation Via the Gibbs Sampler and Related Markov Chain Monte Carlo Methods	1993	A. F. M. Smith Gareth O. Roberts	9
+ PDF Chat	Markov Chains for Exploring Posterior Distributions	1994	Luke Tierney	9
+	Applications and Extensions of MCMC in IRT: Multiple Item Types, Missing Data, and Rated Responses	1999	Richard J. Patz Brian W. Junker	9
+	Monte Carlo sampling methods using Markov chains and their applications	1970	W. Keith Hastings	9
+	A Sensitivity Analysis of Gibbs Sampling for 3PNO IRT Models: Effects of Prior Specifications on Parameter Estimates	2010	Yanyan Sheng	8
+	The Monte Carlo Method	1949	N. Metropolis Stanislaw M. Ulam	8
+ PDF Chat	Bayesian Measures of Model Complexity and Fit	2002	David J. Spiegelhalter Nicola Best Bradley P. Carlin Angelika van der Linde	8
+	Estimation of Latent Group Effects	1985	Robert J. Mislevy	8
+	Recovery of Item Parameters in the Nominal Response Model: A Comparison of Marginal Maximum Likelihood Estimation and Markov Chain Monte Carlo Estimation	2002	James A. Wollack Daniel M. Bolt Allan S. Cohen Young‐Sun Lee	8
+	Sampling-Based Approaches to Calculating Marginal Densities	1990	Alan E. Gelfand A. F. M. Smith	8
+	Markov Chain Monte Carlo Estimation of Normal Ogive IRT Models in<i>MATLAB</i>	2008	Yanyan Sheng	7
+	A method for simulating non-normal distributions	1978	Allen I. Fleishman	7
+ PDF Chat	JMASM27: An Algorithm for Implementing Gibbs Sampling for 2PNO IRT Models (Fortran)	2007	Yanyan Sheng Todd C. Headrick	7
+	A Straightforward Approach to Markov Chain Monte Carlo Methods for Item Response Models	1999	Richard J. Patz Brian W. Junker	7
+ PDF Chat	BAYES MODAL ESTIMATION IN ITEM RESPONSE MODELS*	1985	Robert J. Mislevy	6
+	An Application of the Item-Response Model to Psychiatric Epidemiology	1989	Mark Reiser	6
+	An Investigation of the Item Parameter Recovery Characteristics of a Gibbs Sampling Procedure	1998	Frank B. Baker	6
+ PDF Chat	Classical Multilevel and Bayesian Approaches to Population Size Estimation Using Multiple Lists	1999	Stephen E. Fienberg Matthew Johnson Brain W. Junker	6
+	Bayesian Multidimensional IRT Models With a Hierarchical Structure	2007	Yanyan Sheng Christopher K. Wikle	6
+	A<i>MATLAB</i>Package for Markov Chain Monte Carlo with a Multi-Unidimensional IRT Model	2008	Yanyan Sheng	6
+	A Bayesian Approach to Person Fit Analysis in Item Response Theory Models	2003	Cees A. W. Glas Rob R. Meijer	6
+ PDF Chat	Marginal maximum likelihood estimation of item parameters	1982	R. Darrell Bock Murray Aitkin	6
+ PDF Chat	A Gibbs Sampler for the Multidimensional Item Response Model	2012	Yanyan Sheng Todd C. Headrick	6
+	Modeling of Responses and Response Times with the Package<b>cirt</b>	2007	Jean‐Paul Fox Rinke Klein Entink Wim van der Linden	5
+	The Calculation of Posterior Distributions by Data Augmentation	1987	Martin A. Tanner Wing Hung Wong	5
+ PDF Chat	General Methods for Monitoring Convergence of Iterative Simulations	1998	Stephen P. Brooks Andrew Gelman	5
+	A multidimensional item response model: Constrained latent class analysis using the gibbs sampler and posterior predictive checks	1997	Herbert Hojtink Ivo W. Molenaar	5
+	Estimation of Compensatory and Noncompensatory Multidimensional Item Response Models Using Markov Chain Monte Carlo	2003	Daniel M. Bolt Venessa F. Lall	5
+	A rasch model for partial credit scoring	1982	Geoff N Masters	5
+ PDF Chat	Parallel Computing with a Bayesian Item Response Model	2012	Kyriakos Patsias Mona Rahimi Yanyan Sheng Shahram Rahimi	5
+	Properties of the rank transformation in factorial analysis of covariance	2000	Todd C. Headrick Shlomo S. Sawilowsky	5
+	Fast fifth-order polynomial transforms for generating univariate and multivariate nonnormal distributions	2002	Todd C. Headrick	5
+	Multilevel IRT Modeling in Practice with the Package<b>mlirt</b>	2007	Jean‐Paul Fox	5
+	Posterior predictive model checking in hierarchical models	2002	Sandip Sinharay Hal S. Stern	4
+	Bayesian estimation in the two-parameter logistic model	1985	Hariharan Swaminathan Janice A. Gifford	4
+	An empirical study of a proposed test of nonparametric analysis of covariance.	1988	Michael R. Harwell Ronald C. Serlin	4
+	Item Parameter Estimation Under Conditions of Test Speededness: Application of a Mixture Rasch Model With Ordinal Constraints	2002	Daniel M. Bolt Allan S. Cohen James A. Wollack	4
+	Model Selection Methods for Mixture Dichotomous IRT Models	2009	Feiming Li Allan S. Cohen Seock‐Ho Kim Sun‐Joo Cho	4
+	Bayesian Analysis of Binary and Polychotomous Response Data	1993	James H. Albert Siddhartha Chib	4
+	A Multidimensional Item Response Modeling Approach for Improving Subscale Proficiency Estimation and Classification	2007	Lihua Yao Keith A. Boughton	4
+	Statistical Simulation: Power Method Polynomials and Other Transformations	2009	Todd C. Headrick	4