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Elements of Large-Sample Theory

Elements of Large-Sample Theory
Catalogue Information
Field name Details
Dewey Class 519.5
Title Elements of Large-Sample Theory ([EBook]) / edited by E. L. Lehmann.
Added Personal Name Lehmann, Erich Leo , 1917-2009. editor.
Other name(s) SpringerLink (Online service)
Publication New York, NY : Springer , 1999.
Physical Details XII, 632 pages : online resource.
Series Springer Texts in Statistics 1431-875X
ISBN 9780387227290
Summary Note Elements of Large-Sample Theory provides a unified treatment of first- order large-sample theory. It discusses a broad range of applications including introductions to density estimation, the bootstrap, and the asymptotics of survey methodology. The book is written at an elementary level and is suitable for students at the master's level in statistics and in aplied fields who have a background of two years of calculus. E.L. Lehmann is Professor of Statistics Emeritus at the University of California, Berkeley. He is a member of the National Academy of Sciences and the American Academy of Arts and Sciences, and the recipient of honorary degrees from the University of Leiden, The Netherlands, and the University of Chicago. Also available: Lehmann/Casella, Theory at Point Estimation, 2nd ed. Springer-Verlag New York, Inc., 1998, ISBN 0- 387-98502-6 Lehmann, Testing Statistical Hypotheses, 2nd ed. Springer-Verlag New York, Inc., 1997, ISBN 0-387-94919-4.:
Contents note Mathematical Background -- Convergence in Probability and in Law -- Performance of Statistical Tests -- Estimation -- Multivariate Extensions -- Nonparametric Estimation -- Efficient Estimators and Tests.
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
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