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Journal of the American Statistical Association Volume 97, 2002 - Issue 457
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Primary Article

Estimation With Survey Data Under Nonignorable Nonresponse or Informative Sampling

Jing Qin Jing Qin is Assistant Member, Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY 10021. Denis Leung is Associate Professor, School of Business, Singapore Management University, Tangline, PO 257, Singapore 912409. Jun Shao is Professor, Department of Statistics, University of Wisconsin, Madison, Madison, WI 53706 . The research of Jun Shao was partially supported by a National Science Foundation grant and a National Security Agency grant. The authors thank the associate editor and referees for their helpful comments and suggestions.
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Denis Leung Jing Qin is Assistant Member, Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY 10021. Denis Leung is Associate Professor, School of Business, Singapore Management University, Tangline, PO 257, Singapore 912409. Jun Shao is Professor, Department of Statistics, University of Wisconsin, Madison, Madison, WI 53706 . The research of Jun Shao was partially supported by a National Science Foundation grant and a National Security Agency grant. The authors thank the associate editor and referees for their helpful comments and suggestions.
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Jun Shao Jing Qin is Assistant Member, Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY 10021. Denis Leung is Associate Professor, School of Business, Singapore Management University, Tangline, PO 257, Singapore 912409. Jun Shao is Professor, Department of Statistics, University of Wisconsin, Madison, Madison, WI 53706 . The research of Jun Shao was partially supported by a National Science Foundation grant and a National Security Agency grant. The authors thank the associate editor and referees for their helpful comments and suggestions.
Pages 193-200 | Published online: 31 Dec 2011

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Lei Wang. (2022) Identifiability and estimation of two-sample data with nonignorable missing response. Communications in Statistics - Theory and Methods 51:20, pages 7073-7087.
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Zahoor Ahmad & Li‐Chun Zhang. 2021. Advances in Longitudinal Survey Methodology. Advances in Longitudinal Survey Methodology 491 512 .
Jing Zhang, Qihua Wang & Jian Kang. (2020) Feature screening under missing indicator imputation with non-ignorable missing response. Computational Statistics & Data Analysis 149, pages 106975.
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Caren Hasler & Radu V. Craiu. (2019) Nonparametric imputation method for nonresponse in surveys. Statistical Methods & Applications 29:1, pages 25-48.
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Xu Guo, Lianlian Song, Yun Fang & Lixing Zhu. (2019) Model checking for general linear regression with nonignorable missing response. Computational Statistics & Data Analysis 138, pages 1-12.
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Yuya Shimizu & Takahiro Hoshino. (2020) Doubly robust‐type estimation of population moments and parameters in biased sampling. Stat 8:1.
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Anna Sikov. (2018) A Brief Review of Approaches to Non‐ignorable Non‐response. International Statistical Review 86:3, pages 415-441.
Crossref
Kosuke Morikawa & Jae Kwang Kim. (2018) A note on the equivalence of two semiparametric estimation methods for nonignorable nonresponse. Statistics & Probability Letters 140, pages 1-6.
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Xianwen Ding & Niansheng Tang. (2018) Adjusted Empirical Likelihood Estimation of Distribution Function and Quantile with Nonignorable Missing Data. Journal of Systems Science and Complexity 31:3, pages 820-840.
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Jongho Im & Soeun Kim. (2017) Multiple imputation for nonignorable missing data. Journal of the Korean Statistical Society 46:4, pages 583-592.
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Kosuke Morikawa, Jae Kwang Kim & Yutaka Kano. (2017) Semiparametric maximum likelihood estimation with data missing not at random. Canadian Journal of Statistics 45:4, pages 393-409.
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Xia Cui & Yong Zhou. (2017) Estimated conditional score function for missing mechanism model with nonignorable nonresponse. Science China Mathematics 60:7, pages 1197-1218.
Crossref
Danny Pfeffermann. (2017) Bayes-based Non-Bayesian Inference on Finite Populations from Non-representative Samples: A Unified Approach*Based on S. N. Roy Memorial Lecture in the symposium.. Calcutta Statistical Association Bulletin 69:1, pages 35-63.
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Xia Cui, Jianhua Guo & Guangren Yang. (2017) On the identifiability and estimation of generalized linear models with parametric nonignorable missing data mechanism. Computational Statistics & Data Analysis 107, pages 64-80.
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Fang Fang & Jun Shao. (2016) Model selection with nonignorable nonresponse. Biometrika 103:4, pages 861-874.
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Jun Shao & Lei Wang. (2016) Semiparametric inverse propensity weighting for nonignorable missing data. Biometrika 103:1, pages 175-187.
Crossref
J. Shao & J. Zhang. (2015) A transformation approach in linear mixed-effects models with informative missing responses. Biometrika 102:1, pages 107-119.
Crossref
Baojiang ChenJing Qin. (2014) Use of empirical likelihood to calibrate auxiliary information in partly linear monotone regression models. Statistics in Medicine 33:10, pages 1713-1722.
Crossref
Hideitsu Hino & Noboru Murata. (2013) Information estimators for weighted observations. Neural Networks 46, pages 260-275.
Crossref
Michael Bücker, Maarten van Kampen & Walter Krämer. (2013) Reject inference in consumer credit scoring with nonignorable missing data. Journal of Banking & Finance 37:3, pages 1040-1045.
Crossref
Michael Bücker, Walter Krämer & Matthias Arnold. (2012) A Hausman test for non-ignorability. Economics Letters 114:1, pages 23-25.
Crossref
Xueli Wang. (2011) Binomial parameter estimation with nonignorable missing data. Binomial parameter estimation with nonignorable missing data.
Donglin Zeng & Qingxia Chen. (2010) Adjustment for Missingness Using Auxiliary Information in Semiparametric Regression. Biometrics 66:1, pages 115-122.
Crossref
Fang Fang, Quan Hong & Jun Shao. (2009) A pseudo empirical likelihood approach for stratified samples with nonresponse. The Annals of Statistics 37:1.
Crossref
. 2009. Handbook of Statistics - Sample Surveys: Design, Methods and Applications. Handbook of Statistics - Sample Surveys: Design, Methods and Applications 597 650 .
X. Joan Hu, R. Jason Schroeder, Winfred C. Wang & James M. Boyett. (2006) Pseudoscore‐based estimation from biased observations. Statistics in Medicine 26:14, pages 2836-2852.
Crossref
Jacob J. Oleson & Chong Z. He. (2004) Hierarchical Bayesian Modeling in Dichotomous Processes in the Presence of Nonresponse. Biometrics 60:1, pages 50-59.
Crossref
Shigeyuki Hamori, Kaiji Motegi & Zheng Zhang. (2019) Copula-Based Regression Models with Responses Missing at Random: A Unified Approach. SSRN Electronic Journal.
Crossref
Zhimeng Sun & Hansheng Wang. (2018) Network Imputation for a Spatial Autoregression Model with Incomplete Data. SSRN Electronic Journal.
Crossref
Shigeyuki Hamori, Kaiji Motegi & Zheng Zhang. (2018) Calibration Estimation of Semiparametric Copula Models with Data Missing at Random. SSRN Electronic Journal.
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