Books » Author » Giovanni Motta
By Motta, Giovanni; Ombao, Hernando
This book has been written for students and researchers who wish to gain a working knowledge of time series analysis as applied in biomedical sciences. While intended as a text for graduate and undergraduate students in statistics and biostatistics, it covers a wide range of para...metric, nonparametric and multi-scale methods for the analysis of stochastic processes coming from biology, medicine, epidemiology and neuroscience. The book assumes only a basic knowledge of calculus, matrix algebra and elementary statistics.Read more
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By Motta, Giovanni
This book introduces factor analysis methods for the study of multivariate stochastic processes whose structure evolves over time. It introduces the theory of factor analysis and evolutionary stochastic processes and combines that to study evolutionary factor models. The book inc...ludes many real examples to illustrate applications from such fields as macroeconomics, finance, neuroscience, communication, and psychology. MATLAB (R) and R code is included throughout the book for implementation of the methods.Read more
By Salomon, David; Contributions by Bryant, D.; By Motta, Giovanni
Data compression is vital to modern computing, and this comprehensive reference covers the many different types and methods of compression. It includes a detailed taxonomy, analysis of the most common methods, and detailed descriptions of how to use them.
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Edited by Motta, Giovanni; Rizzo, Francesco; Storer, James A.
Provides a survey of results in the field of compression of remote sensed 3D data, with a particular interest in hyperspectral imagery. This work covers topics such as compression architecture, lossless compression, lossy techniques, and more. It also describes a lossless algorit...hm based on vector quantization.Read more
Hyperspectral Data Compression provides a survey of recent results in the field of compression of remote sensed 3D data, with a particular interest in hyperspectral imagery.
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