By Jianqing Fan
Data-analytic methods to regression difficulties, coming up from many medical disciplines are defined during this ebook. the purpose of those nonparametric tools is to sit back assumptions at the type of a regression functionality and to enable facts look for an appropriate functionality that describes the information good. using those nonparametric features with parametric ideas can yield very strong facts research instruments. neighborhood polynomial modeling and its functions presents an updated photograph on cutting-edge nonparametric regression strategies. The emphasis of the e-book is on methodologies instead of on conception, with a specific specialise in functions of nonparametric thoughts to varied statistical difficulties. High-dimensional data-analytic instruments are awarded, and the e-book features a number of examples. this can be a necessary reference for learn and utilized statisticians, and may function a textbook for graduate scholars and others attracted to nonparametric regression.
Read or Download Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66 (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) PDF
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