Empirical Processes with Applications to Statistics

Galen R. Shorack, Jon A. Wellner

ISBN 10: 0898716845 / ISBN 13: 9780898716849

Editore: Society for Industrial and Applied Mathematics,U.S., US, 2009

Originally published in 1986, this valuable reference provides a detailed treatment of limit theorems and inequalities for empirical processes of real-valued random variables. It also includes applications of the theory to censored data, spacings, rank statistics, quantiles, and many functionals of empirical processes, including a treatment of bootstrap methods, and a summary of inequalities that are useful for proving limit theorems.At the end of the Errata section, the authors have supplied references to solutions for 11 of the 19 Open Questions provided in the book's original edition. Codice articolo LU-9780898716849

Riassunto:

A detailed treatment of limit theorems and inequalities for empirical processes of real-valued random variables.

Informazioni sugli autori: Galen R. Shorack is a Professor of Statistics at the University of Washington. He is a Fellow of the Institute of Mathematical Statistics and has written a graduate level text on probability theory.

Jon A. Wellner is a Professor of Statistics at the University of Washington. He is a Fellow of the Institute of Mathematical Statistics, the American Statistical Association, and the American Association for the Advancement of Science. He has written three other books on probability and statistics.

Dati bibliografici

Titolo: Empirical Processes with Applications to ...
Casa editrice: Society for Industrial and Applied Mathematics,U.S., US
Data di pubblicazione: 2009
Legatura: Paperback
Condizione: New
Edizione: Revised ed.