Modern Statistical Inference von Dennis D. Boos | Theory and Methods | ISBN 9780387202761

Modern Statistical Inference

Theory and Methods

von Dennis D. Boos und Leonard A. Stefanski
Mitwirkende
Autor / AutorinDennis D. Boos
Autor / AutorinLeonard A. Stefanski
Buchcover Modern Statistical Inference | Dennis D. Boos | EAN 9780387202761 | ISBN 0-387-20276-5 | ISBN 978-0-387-20276-1
Grad Students, Researchers

Modern Statistical Inference

Theory and Methods

von Dennis D. Boos und Leonard A. Stefanski
Mitwirkende
Autor / AutorinDennis D. Boos
Autor / AutorinLeonard A. Stefanski
This textbook is suitable for a graaduate-level course for students
interested in nonacademic jobs, such as for a pharmaceutical company.
The needs of these students differ from those to plan to do
statistical research, and the emphasis is on topics of applied
interest. TOC: The Role of Models in Statistical Inference * Likelihood Construction
and Methods * Large Sample Theory: The Basics * Consistency and
Asymptotic Normality of Maximum Likelihood Estimators * M-Estimation
(Asymptotic Results for Extimating Equations) * Monte Carlo Simulation
Studies * Nonparametric Methods for Obtaining Standard Errors *
Bootstrap Confidence Intervals and Hypothesis Tests * Permutation
Tests * Modern Nonparametric Statistics