A. C. Davison,D. V. Hinkley's Bootstrap Methods and their Application (Cambridge Series in PDF

By A. C. Davison,D. V. Hinkley

Bootstrap equipment are computer-intensive tools of statistical research, which use simulation to calculate general mistakes, self belief periods, and importance assessments. The tools follow for any point of modelling, and so can be utilized for absolutely parametric, semiparametric, and entirely nonparametric research. This 1997 booklet provides a extensive and up to date assurance of bootstrap tools, with various utilized examples, built in a coherent approach with the mandatory theoretical foundation. functions contain stratified information; finite populations; censored and lacking info; linear, nonlinear, and soft regression versions; type; time sequence and spatial difficulties. specified gains of the booklet comprise: vast dialogue of value checks and self belief durations; fabric on quite a few diagnostic tools; and techniques for effective computation, together with superior Monte Carlo simulation. each one bankruptcy contains either useful and theoretical workouts. S-Plus courses for enforcing the equipment defined within the textual content can be found from the helping website.

Show description

Read Online or Download Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics) PDF

Similar probability & statistics books

Download e-book for iPad: Beliefs, Interactions and Preferences: in Decision Making by Mark J. Machina,Bertrand Munier

Ideals, Interactions and personal tastes in choice Making mixes a range of papers, awarded on the 8th Foundations and purposes of application and hazard conception (`FUR VIII') convention in Mons, Belgium, including a number of solicited papers from famous authors within the box. This publication addresses the various questions that experience lately emerged within the study on decision-making and chance conception.

Download e-book for kindle: The BUGS Book: A Practical Introduction to Bayesian Analysis by David Lunn,Chris Jackson,Nicky Best,Andrew Thomas,David

Bayesian statistical tools became typical for info research and modelling in recent times, and the insects software program has develop into the preferred software program for Bayesian research world wide. Authored through the staff that initially constructed this software program, The insects ebook presents a realistic creation to this application and its use.

Download e-book for iPad: Markov Decision Processes: Discrete Stochastic Dynamic by Martin L. Puterman

The Wiley-Interscience Paperback sequence comprises chosen books which have been made extra obtainable to shoppers which will raise international attraction and normal movement. With those new unabridged softcover volumes, Wiley hopes to increase the lives of those works via making them on hand to destiny generations of statisticians, mathematicians, and scientists.

Download e-book for kindle: Elementare Stochastik: Ein Lernbuch - von Studierenden by Ehrhard Behrends

In diesem Lehrbuch kommen die wichtigsten Konzepte der elementaren Stochastik vor, und es wird klar, dass sie eine enge Beziehung zum "wirklichen Leben" haben. Es ist kein "trockenes" Lehrbuch, sondern es enthält neben dem Lehrstoff viele ergänzende Bemerkungen und Bilder zur representation. guy kann sich einige der behandeltenThemen auch durch kleine Computerprogramme visualisieren lassen, die auf der zum Buch gehörigen Internetseite zur Verfügung gestellt werden.

Extra info for Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics)

Sample text

Download PDF sample

Bootstrap Methods and their Application (Cambridge Series in Statistical and Probabilistic Mathematics) by A. C. Davison,D. V. Hinkley


by Mark
4.1

Rated 4.73 of 5 – based on 14 votes