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Tibshirani Robert Books

Books di Tibshirani Robert

The Elements of Statistical Learning

The Elements of Statistical Learning

Hastie Trevor  Tibshirani Robert  Friedman Jerome 
edizioni Springer Verlag collana Springer Verlag (Hardcover)

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics,...

€ 75,40
An Introduction to Statistical Learning

An Introduction to Statistical Learning

James Gareth  Witten Daniela  Hastie Trevor  Tibshirani Robert 
edizioni Springer Verlag collana Springer Verlag (Hardcover)

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents...

€ 64,60
An Introduction to the Bootstrap

An Introduction to the Bootstrap

Efron Bradley  Tibshirani Robert J. 
edizioni Chapman & Hall

Presents an overview of the bootstrap method (of which Efron is the inventor) and related methods for assessing statistical accuracy. The first 19 chapters are expository and are accessible to non-specialists; the remaining chapters are at a higher mathematical level and make the text suitable for a graduate level...

€ 165,00
Statistical Learning With Sparsity

Statistical Learning With Sparsity

Hastie Trevor  Tibshirani Robert  Wainwright Martin 
edizioni Chapman & Hall collana Chapman & Hall (Hardcover)

€ 115,50
Generalized Additive Models

Generalized Additive Models

Hastie Trevor  Tibshirani Robert J. 
edizioni Chapman & Hall collana Chapman & Hall (Hardcover)

Describes a new array of power tools for data analysis, based on nonparametric regression or smoothing techniques. These methods relax the usual linear assumption in many standard models, allowing the analyst to uncover structure in the data that otherwise might have been missed. Assumes masters-level statistics. Includes...

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€ 165,00