Get Computational Statistics in the Earth Sciences: With PDF

By Alan D. Chave

according to a direction taught via the writer, this ebook combines the theoretical underpinnings of facts with the sensible research of Earth sciences facts utilizing MATLAB. The publication is equipped to introduce the underlying strategies, after which extends those to the knowledge, overlaying equipment which are such a lot appropriate to Earth sciences. issues comprise classical parametric estimation and speculation trying out, and extra complicated least squares-based, nonparametric, and resampling estimators. Multivariate information research, infrequently encountered in introductory texts, is gifted later within the e-book, and compositional facts is handled on the finish. Datasets and bespoke MATLAB scripts utilized in the e-book can be found on-line, in addition to extra datasets and urged questions to be used via teachers. aimed toward coming into graduate scholars and working towards researchers within the Earth and ocean sciences, this ebook is perfect should you are looking to the best way to examine facts utilizing MATLAB in a statistically-rigorous manner.

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Computational Statistics in the Earth Sciences: With Applications in MATLAB by Alan D. Chave

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