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Bayesian isotonic regression dose–response model
Journal of Biopharmaceutical Statistics, 2017Understanding dose-response relationship is a crucial step in drug development. There are a few parametric methods to estimate dose-response curves, such as the Emax model and the logistic model. These parametric models are easy to interpret and, hence, are widely used.
Wen, Li, Haoda, Fu
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A Multivariate Version of Isotonic Regression
Biometrika, 1983A multivariate generalization of isotonic regression is given enabling the study of statistical inference for ordered vector-valued parameters or sets of ordered parameters, including multivariate extensions of Bartholomew's \({\bar \chi}{}^ 2_ k\) and \(\bar E^ 2_ k\).
Sasabuchi, Syoichi +2 more
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Semiparametric additive isotonic regression
Journal of Statistical Planning and Inference, 2009zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Bounded isotonic median regression
Computational Statistics & Data Analysis, 1989zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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An isotonic regression algorithm
Journal of Statistical Planning and Inference, 1981Abstract A ‘pooling sets’ type of algorithm is developed and shown to be valid for computing an isotonic regression function for a general quasi-order. The method is direct and intuitive. The algorithm works best when the quasi-order is complex and the objective function is nearly isotonic. An example is worked out in detail.
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The Isotonic Regression Framework
2003Die Kategorisierung von stetigen Merkmalen erweist sich als eine sehr wichtige Aufgabe innerhalb statistischer Analysen, ganz besonders in der Analyse von Dosis-Wirkungs-Beziehungen. Es ist in vielen Situationen wünschenswert, sinnvolle Gruppen innerhalb der Prädiktorvariablen zu finden und zu bilden.
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Integrative oncology: Addressing the global challenges of cancer prevention and treatment
Ca-A Cancer Journal for Clinicians, 2022Jun J Mao,, Msce +2 more
exaly
Multidisciplinary standards of care and recent progress in pancreatic ductal adenocarcinoma
Ca-A Cancer Journal for Clinicians, 2020Aaron J Grossberg +2 more
exaly
Oral complications of cancer and cancer therapy
Ca-A Cancer Journal for Clinicians, 2012Joel B Epstein +2 more
exaly

