caa a22 4500 605476225 CHVBK 20210128100355.0 cr unu---uuuuu 210128e20150401xx s 000 0 eng 10.1007/s10985-014-9312-x doi (NATIONALLICENCE)springer-10.1007/s10985-014-9312-x Bayesian nonparametric models for ranked set sampling [Elektronische Daten] [Nader Gemayel, Elizabeth Stasny, Douglas Wolfe] Ranked set sampling (RSS) is a data collection technique that combines measurement with judgment ranking for statistical inference. This paper lays out a formal and natural Bayesian framework for RSS that is analogous to its frequentist justification, and that does not require the assumption of perfect ranking or use of any imperfect ranking models. Prior beliefs about the judgment order statistic distributions and their interdependence are embodied by a nonparametric prior distribution. Posterior inference is carried out by means of Markov chain Monte Carlo techniques, and yields estimators of the judgment order statistic distributions (and of functionals of those distributions). Springer Science+Business Media New York, 2014 ANOVA decomposition nationallicence Dependent Dirichlet process nationallicence Imperfect ranking nationallicence Judgment order statistics nationallicence Judgment post-stratification nationallicence Markov chain Monte Carlo nationallicence Gemayel Nader JPMorgan Chase, Columbus, OH, USA aut Stasny Elizabeth Department of Statistics, Ohio State University, 43210, Columbus, OH, USA aut Wolfe Douglas Department of Statistics, Ohio State University, 43210, Columbus, OH, USA aut Lifetime Data Analysis Springer US; http://www.springer-ny.com 21/2(2015-04-01), 315-329 1380-7870 21:2<315 2015 21 10985 https://doi.org/10.1007/s10985-014-9312-x text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s10985-014-9312-x text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Gemayel Nader JPMorgan Chase, Columbus, OH, USA aut NATIONALLICENCE 700 1- Stasny Elizabeth Department of Statistics, Ohio State University, 43210, Columbus, OH, USA aut NATIONALLICENCE 700 1- Wolfe Douglas Department of Statistics, Ohio State University, 43210, Columbus, OH, USA aut NATIONALLICENCE 773 0- Lifetime Data Analysis Springer US; http://www.springer-ny.com 21/2(2015-04-01), 315-329 1380-7870 21:2<315 2015 21 10985