Jin-Ting Zhang's Analysis of Variance for Functional Data (Chapman & Hall/CRC PDF

By Jin-Ting Zhang

ISBN-10: 1439862737

ISBN-13: 9781439862735

Despite study curiosity in practical info research within the final 3 a long time, few books can be found at the topic. Filling this hole, Analysis of Variance for practical Data offers up to date speculation trying out equipment for sensible info research. The booklet covers the reconstruction of useful observations, useful ANOVA, practical linear versions with sensible responses, ill-conditioned sensible linear types, diagnostics of practical observations, heteroscedastic ANOVA for sensible info, and trying out equality of covariance services. even supposing the methodologies provided are designed for curve information, they are often prolonged to floor data.

Useful for statistical researchers and practitioners reading practical info, this self-contained e-book offers either a theoretical and utilized remedy of practical information research supported by means of easy-to-use MATLAB® code. the writer offers a couple of easy equipment for practical speculation trying out. He discusses pointwise, L2-norm-based, F-type, and bootstrap assessments.

Assuming simply simple wisdom of information, calculus, and matrix algebra, the publication explains the main principles at a comparatively low technical point utilizing actual information examples. each one bankruptcy additionally contains bibliographical notes and workouts. actual useful information units from the textual content and MATLAB codes for examining the knowledge examples can be found for obtain from the author’s website.

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Analysis of Variance for Functional Data (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) by Jin-Ting Zhang

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