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Statistical Learning With Sparsity

ISBN 10 : 1498712169
ISBN 13 : 9781498712163

Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to est..


Statistical Learning With Sparsity

ISBN 10 : 9781498712170
ISBN 13 : 1498712177

Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to est..


An Introduction To Statistical Learning

ISBN 10 : 9781461471387
ISBN 13 : 1461471389

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 set..


The Elements Of Statistical Learning

ISBN 10 : 9780387216065
ISBN 13 : 0387216065

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, biolog..


Computer Age Statistical Inference

ISBN 10 : 9781107149892
ISBN 13 : 1107149894

Take an exhilarating journey through the modern revolution in statistics with two of the ringleaders...


Financial Signal Processing And Machine Learning

ISBN 10 : 9781118745670
ISBN 13 : 1118745671

The modern financial industry has been required to deal with large and diverse portfolios in a variety of asset classes often with limited market data available. Financial Signal P..


Introduction To High Dimensional Statistics

ISBN 10 : 9781482237955
ISBN 13 : 1482237954

Ever-greater computing technologies have given rise to an exponentially growing volume of data. Today massive data sets (with potentially thousands of variables) play an important ..