Bayesian Isotonic Regression and Trend Analysis
نویسندگان
چکیده
منابع مشابه
Bayesian isotonic regression and trend analysis.
In many applications, the mean of a response variable can be assumed to be a nondecreasing function of a continuous predictor, controlling for covariates. In such cases, interest often focuses on estimating the regression function, while also assessing evidence of an association. This article proposes a new framework for Bayesian isotonic regression and order-restricted inference. Approximating...
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ژورنال
عنوان ژورنال: Biometrics
سال: 2004
ISSN: 0006-341X
DOI: 10.1111/j.0006-341x.2004.00184.x