Joint Bayesian Modeling of Binomial and Rank Data for Primate Cognition
用于灵长类认知研究的二项与秩数据联合贝叶斯建模
In recent years, substantial effort has been devoted to methods for analyzing data containing mixed response types, but such techniques typically do not include rank data among the response types. Some unique challenges exist in analyzing rank data, particularly when ties are prevalent. We present techniques for jointly modeling binomial and rank data using Bayesian latent variable models. We apply these techniques to compare the cognitive abilities of nonhuman primates…