Lectures in Mathematical Statistics, Parts 1 and 2 (AMS Translations of Mathematical Monographs, Volume 229)
Yu. N. Linkov
This volume is intended for the advanced study of several topics in mathematical statistics. The first part of the book is devoted to sampling theory (from one-dimensional and multidimensional distributions), asymptotic properties of sampling, parameter estimation, sufficient statistics, and statistical estimates. The second part is devoted to hypothesis testing and includes the discussion of families of statistical hypotheses that can be asymptotically distinguished. In particular, the author describes goodness-of-fit and sequential statistical criteria (Kolmogorov, Pearson, Smirnov, and Wald) and studies their main properties. The book is suitable for graduate students and researchers interested in mathematical statistics. It is useful for independent study or supplementary reading.
种类:
年:
2005
出版社:
American Mathematical Society
语言:
english
页:
321
ISBN 10:
082183732X
ISBN 13:
9780821837320
系列:
Pt. 1 & 2
文件:
DJVU, 2.91 MB
IPFS:
,
english, 2005