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Rose / Smith

Mathematical Statistics with Mathematica

Medium: Buch
ISBN: 978-0-387-95234-5
Verlag: Springer
Erscheinungstermin: 01.04.2002
Lieferfrist: bis zu 10 Tage

This path-breaking book presents a unified approach for doing

mathematical statistics with Mathematica. The included mathStatica

software builds upon Mathmatica's symbolic engine to create a

sophisticated toolset specially designed for doing mathematical

statistics. With mathStatica, students can easily solve difficult

statistical problems, while the professional statistician will be able

to tackle tricky multivariate distributions, generating functions,

inversion theorems, symbolic ML estimation, unbiased estimation, etc.

The mathStatica software is wonderfully easy to use, and yet so

powerful that it can find corrections to mainstream reference texts

and solve new problems in seconds. This book is the ideal companion

for researchers and students in statistics, econometrics, engineering,

physics, psychometrics, economics, finance, biometrics, and the social

sciences, across both the pure and applied domains.

The book contains two cross-platform CDs, which run on Windows, Mac,

Linux, and most flavours of UNIX:

CD 1-mathStatica CD-ROM containing:

* mathStatica: The Application Pack for mathematical statistics

* live interactive book that is identical to the printed text.

* hundreds of live examples, animations and illustrations

* custom Mathematica palettes

CD2-Mathematica v4 (trial CD): for readers who are new to

Mathematica.

mathStatica replaces dozens of reference works, extending analysis to

problems of arbitrary high order. Features include:

* a complete suite of functions for manipulating probability density


Produkteigenschaften


  • Artikelnummer: 9780387952345
  • Medium: Buch
  • ISBN: 978-0-387-95234-5
  • Verlag: Springer
  • Erscheinungstermin: 01.04.2002
  • Sprache(n): Englisch
  • Auflage: Erscheinungsjahr 2002
  • Serie: Springer Texts in Statistics
  • Produktform: Medienkombination
  • Seiten: 481
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Introduction * Continuous Random Variables * Discrete Random Variables

* Distributions of Functions of Random Variables * Systems of

Distributions * Multivariate Distributions * Moments of Sampling

Distributions * Asymptotic Theory * Statistical Decision Theory *

Unbiased Parameter Estimation * Principles of Maximum Likelihood

Estimation * Maximum Likelihood Estimation in Practice