Robust Estimation and Testing (Hardcover) (ISBN-13: 9780471855477)

Offering an introduction to the theory and methods of robust statistics at an intermediate level, this work aims to illustrate the need for robust procedures in a variety of statistical contexts, and to develop the techniques and concepts which will be useful in the future analysis of new statistical models and procedures. Emphasis is placed on the concepts of breakdown point and influence function of an estimator. Coverage is provided for the technique of expressing an estimator as a descriptive measure, from which its influence function can be easily derived.

Author: Robert G. Staudte, Simon J. Sheather
ISBN-10: 0471855472
ISBN-13: 9780471855477
Publisher: Wiley-Interscience
Language: English
Published: 01/16/1991
Pages: 376
Format: Hardcover
Weight: 1.55lbs
Size: 9.31h x 6.36w x 1.02d