Introduction to Statistics Through Resampling Methods and R/S-PLUS

Phillip I. Good

230 pages, parution le 19/08/2005

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Résumé

Introduction to Statistics Through Resampling Methods and R/S-PLUS aspires to introduce statistical methodology to a wide audience, simply, intuitively, and efficiently, through resampling from data at hand and by way of the computer programs R and S-PLUS. The objective of the book is to use quantitative methods to characterize, review, report on, test, estimate, and classify findings.

Features include:

The R and S-PLUS programming are used to illustrate the concepts and to aid the reader in completing the exercises. R may be downloaded, without charge, for use under Windows, UNIX, or the Macintosh.
One hundred or more exercises included in each chapter plus dozens of thought-provoking questions serve the needs of both classroom and self-study. The discovery method is utilized as often as possible, thereby forcing the conscientious reader to think her or his way to a solution rather than copy the answer or apply a formula straight out of the text
Chatty, informal, sometimes humorous writing style allows greater access to a variety of reader backgrounds and interests
Covers unusual topics such as tests and estimation procedures for one, two, and many samples; correlation; multivariable analysis; and complex experimental designs
Provides a web site free of charge to all end-users that includes all data sets and programs in the text

L'auteur - Phillip I. Good

PHILLIP I. GOOD, PhD, is an Operations Manager for Information Research in Huntington Beach, California. He is the author of A Manager's Guide to the Design and Conduct of Clinical Trials, published by Wiley, as well as numerous other books.

Sommaire

Preface
Variation
Probability
Distributions
Testing Hypotheses
Designing an Experiment or Survey
Analyzing Complex Experiments
Developing Models
Reporting Your Findings
Problem Solving
Appendix: S-PLUS
Answers to Selected Exercises
Subject Index
Index

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Wiley
Auteur(s)	Phillip I. Good
Parution	19/08/2005
Nb. de pages	230
Format	15 x 23
Couverture	Broché
Poids	400g
Intérieur	Noir et Blanc
EAN13	9780471715757
ISBN13	978-0-471-71575-7