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Journal of the American Statistical Association Volume 86, 1991 - Issue 414
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Applications and Case Studies

Hierarchical Models for the Probabilities of a Survey Classification and Nonresponse: An Example from the National Crime Survey

Elizabeth A. Stasny Department of Statistics, The Ohio State University, Columbus, OH, 43210
Pages 296-303 | Received 01 Sep 1989, Published online: 27 Feb 2012

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Nathan Berg & Donald Lien. (2006) Same-sex sexual behaviour: US frequency estimates from survey data with simultaneous misreporting and non-response. Applied Economics 38:7, pages 757-769.
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Balgobin Nandram & Jai Won Choi . (2004) Nonparametric Bayesian analysis of a proportion for a small area under nonignorable nonresponse. Journal of Nonparametric Statistics 16:6, pages 821-839.
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Rob Trangucci, Yang Chen & Jon Zelner. (2023) Modeling racial/ethnic differences in COVID-19 incidence with covariates subject to nonrandom missingness. The Annals of Applied Statistics 17:4.
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Kori Khan & Alicia Carriquiry. (2023) Hierarchical Bayesian non-response models for error rates in forensic black-box studies. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 381:2247.
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Ruobin Gong, Joseph B. Kadane, Mark J. Schervish, Teddy Seidenfeld & Rafael B. Stern. (2022) Learning and total evidence with imprecise probabilities. International Journal of Approximate Reasoning 151, pages 21-32.
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Rebecca R. AndridgeRoderick J.A. Little. (2020) Proxy Pattern-Mixture Analysis for a Binary Variable Subject to Nonresponse. Journal of Official Statistics 36:3, pages 703-728.
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Aziz Omar & Thomas Augustin. (2019) Estimation of classification probabilities in small domains accounting for nonresponse relying on imprecise probability. International Journal of Approximate Reasoning 115, pages 134-143.
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Aziz Omar & Thomas Augustin. 2019. Uncertainty Modelling in Data Science. Uncertainty Modelling in Data Science 175 182 .
Kazem Khalagi, Mohammad Ali Mansournia, Seyed-Abbas Motevalian, Keramat Nourijelyani, Afarin Rahimi-Movaghar & Mahmood Bakhtiyari. (2017) An ad hoc method for dual adjusting for measurement errors and nonresponse bias for estimating prevalence in survey data: Application to Iranian mental health survey on any illicit drug use. Statistical Methods in Medical Research 27:10, pages 3062-3076.
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S. W. Raudenbush. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Toyin A. Clottey & Scott J. Grawe. (2014) Non-response bias assessment in logistics survey research: use fewer tests?. International Journal of Physical Distribution & Logistics Management 44:5, pages 412-426.
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Xiaoming Gao, Chong He & Dongchu Sun. (2014) A Bayesian spatial model with auxiliary covariates to assess and adjust nonignorable nonresponse. Spatial Statistics 8, pages 122-144.
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Toyin Clottey & W. C. BentonJr.Jr.. (2013) Guidelines for Improving the Power Values of Statistical Tests for Nonresponse Bias Assessment in OM Research. Decision Sciences 44:4, pages 797-812.
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Ryan Janicki & Donald Malec. (2013) A Bayesian model averaging approach to analyzing categorical data with nonignorable nonresponse. Computational Statistics & Data Analysis 57:1, pages 600-614.
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Ian R. White, Nicky J. Welton, Angela M. Wood, A. E. Ades & Julian P. T. Higgins. (2007) Allowing for uncertainty due to missing data in meta‐analysis—Part 2: Hierarchical models. Statistics in Medicine 27:5, pages 728-745.
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Jacob J. Oleson & Chong Z. He. (2008) Adjusting Nonresponse Bias at Subdomain Levels using Multiple Response Phases. Biometrical Journal 50:1, pages 58-70.
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S. W. Raudenbush. 2004. Encyclopedia of Statistical Sciences. Encyclopedia of Statistical Sciences.
S. W. Raudenbush. 2004. Encyclopedia of Statistical Sciences. Encyclopedia of Statistical Sciences.
Jacob J. Oleson & Chong Z. He. (2004) Hierarchical Bayesian Modeling in Dichotomous Processes in the Presence of Nonresponse. Biometrics 60:1, pages 50-59.
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Balgobin Nandram & Jai Won Choi. (2002) A Bayesian analysis of a proportion under non‐ignorable non‐response. Statistics in Medicine 21:9, pages 1189-1212.
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T.W.F. Stroud. (1994) Bayesian analysis of binary survey data. Canadian Journal of Statistics 22:1, pages 33-45.
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Mark R. Conaway & Sharon L. Lohr. (1994) A longitudinal analysis of factors associated with reporting violent crimes to the police. Journal of Quantitative Criminology 10:1, pages 23-39.
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