Local Regression and Likelihood (Statistics and Computing)

Loader, Catherine

ISBN 10: 1475772580 / ISBN 13: 9781475772586

Verlag: Springer, 2013

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Bibliografische Details

• Titel: Local Regression and Likelihood (Statistics and Computing)
• Verlag: Springer
• Erscheinungsjahr: 2013
• Sprache: Englisch
• ISBN-10: 1475772580
• ISBN-13: 9781475772586
• Einband: Softcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

Smoothing methods play an important role in many areas of statistics. This book explains how to implement these methods in several popular statistical programs including S-PLUS.

Reseña del editor

Separation of signal from noise is the most fundamental problem in data analysis, arising in such fields as: signal processing, econometrics, actuarial science, and geostatistics. This book introduces the local regression method in univariate and multivariate settings, with extensions to local likelihood and density estimation. Practical information is also included on how to implement these methods in the programs S-PLUS and LOCFIT.