Randall L. Eubank's Books

A Kalman Filter Primer

By: Randall L. Eubank

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System state estimation in the presence of noise is critical for control systems, signal processing, and many other applications in a variety of fields. Developed decades ago, the Kalman filter remains an important, powerful tool for estimating the variables in a system in the presence of noise. However, when inundated with theory and vast notation

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Page Count

199

Publisher

CRC Press

Published Date

ISBN 10

1420028677

ISBN 13

9781420028676

Statistical Computing in C++ and R

By: Randall L. Eubank,Ana Kupresanin

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Statistical Computing in C++ and R

By: Randall L. Eubank,Ana Kupresanin

Parallel processing can be ideally suited for the solving of more complex problems in statistical computing. This book discusses code development in C++ and R, before going beyond to look at the valuable use of these two languages in unison. It covers linear equation solution with regression and linear models motivation, optimization with maximum likelihood and nonlinear least squares motivation, and random number generation. While the text does require a working knowledge of basic concepts in statistics and experience in programming, it does not require knowledge specific to C++ or R.

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Page Count

553

Publisher

CRC Press

Published Date

ISBN 10

1466515376

ISBN 13

9781466515376

Nonparametric Regression and Spline Smoothing, Second Edition

By: Randall L. Eubank

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Nonparametric Regression and Spline Smoothing, Second Edition

By: Randall L. Eubank

Provides a unified account of the most popular approaches to nonparametric regression smoothing. This edition contains discussions of boundary corrections for trigonometric series estimators; detailed asymptotics for polynomial regression; testing goodness-of-fit; estimation in partially linear models; practical aspects, problems and methods for confidence intervals and bands; local polynomial regression; and form and asymptotic properties of linear smoothing splines.

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Page Count

368

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CRC Press

Published Date

ISBN 10

0824793374

ISBN 13

9780824793371

Book's by Randall L. Eubank

A Kalman Filter Primer

A Kalman Filter Primer

Statistical Computing in C++ and R

Statistical Computing in C++ and R

Nonparametric Regression and Spline Smoothing, Second Edition

Nonparametric Regression and Spline Smoothing, Second Edition

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