Paired Comparison Modeling with Bayesian Analysis

Name: Paired Comparison Modeling with Bayesian Analysis
Brand: VDM Verlag
SKU: 9783639326581
Price: 284.64 PLN
Availability: InStock

Statistics for Social Sciences

Autor: Nasir Abbas, Muhammad Aslam

Język:

Oprawa: Miękka

Wydawca: VDM Verlag

Dostępność: Na zamówienie

Wysyłamy za 17-27 dni

284.64 zł

The method of paired comparisons is a technique in which the treatments or stimuli are presented in...

Informacje o książce

Autor

Nasir Abbas, Muhammad Aslam

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2011

strony

180

EAN

9783639326581

ISBN

363932658X

Enbook ID

06839412

Wydawca

VDM Verlag

Waga

272

Wymiary

152 x 229 x 10

Pełny opis

The method of paired comparisons is a technique in which the treatments or stimuli are presented in pairs to some respondents, who depending upon sensory evaluation, pick the better one. The experiment is repeatedly executed for all the treatments with a number of respondents to reach certain ranking of the treatments. In this study, an attempt is made to develop paired comparison models, namely the Pareto model and the Cauchy model. The Cauchy model is also extended to accommodate ties. Bayesian analysis is a modern inferential technique which endeavors to estimate parameters of an underlying posterior distribution based on a prior and an observed distribution. The developed models, along with the Stern (1990a) Chi-square model, are analyzed in Bayesian framework. As an illustration, we use a real data set for the years 2000-2006 to rank five top-ranked one-day-international cricket teams. The analysis comprises finding the posterior means, joint posterior modes, marginal posterior distributions, preference probabilities, predictive probabilities and posterior probabilities of hypotheses. The plausibility of the models is also tested.

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Paired Comparison Modeling with Bayesian Analysis

Statistics for Social Sciences

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