Download e-book for kindle: Medical Applications of Finite Mixture Models (Statistics by Peter Schlattmann

By Peter Schlattmann

ISBN-10: 3540686509

ISBN-13: 9783540686507

ISBN-10: 3642088163

ISBN-13: 9783642088162

sufferers should not alike! this straightforward fact is usually missed within the research of me- cal facts, for the reason that as a rule effects are awarded for the “average” sufferer. accordingly, power variability among sufferers is overlooked whilst offering, e.g., the result of a a number of linear regression version. In drugs there are a growing number of makes an attempt to individualize remedy; hence, from the author’s standpoint biostatis- cians may still aid those efforts. hence, one of many initiatives of the statistician is to spot heterogeneity of sufferers and, if attainable, to provide an explanation for a part of it with recognized explanatory covariates. Finite blend types can be utilized to help this objective. This ebook attempts to teach that there are a wide range of functions. They contain the research of gene - pression facts, pharmacokinetics, toxicology, and the determinants of beta-carotene plasma degrees. different examples comprise ailment clustering, information from psychophysi- ogy, and meta-analysis of released reports. The e-book is meant as a source for these attracted to using those methods.

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Medical Applications of Finite Mixture Models (Statistics for Biology and Health) by Peter Schlattmann

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