Introduction to Probability With Mathematica - Couverture rigide

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Hastings, Kevin J.

 
9781420079388: Introduction to Probability With Mathematica
Couverture rigide
ISBN 10 : 1420079387 ISBN 13 : 9781420079388
Editeur : Chapman & Hall/CRC, 2009

Synopsis

Updated to conform to Mathematica(R) 7.0, Introduction to Probability with Mathematica(R), Second Edition continues to show students how to easily create simulations from templates and solve problems using Mathematica. It provides a real understanding of probabilistic modeling and the analysis of data and encourages the application of these ideas to practical problems. The accompanying CD-ROM offers instructors the option of creating class notes, demonstrations, and projects.



New to the Second Edition







  • Expanded section on Markov chains that includes a study of absorbing chains


  • New sections on order statistics, transformations of multivariate normal random variables, and Brownian motion


  • More example data of the normal distribution


  • More attention on conditional expectation, which has become significant in financial mathematics


  • Additional problems from Actuarial Exam P


  • New appendix that gives a basic introduction to Mathematica


  • New examples, exercises, and data sets, particularly on the bivariate normal distribution


  • New visualization and animation features from Mathematica 7.0


  • Updated Mathematica notebooks on the CD-ROM (Go to Downloads/Updates tab for link to CD files.)






After covering topics in discrete probability, the text presents a fairly standard treatment of common discrete distributions. It then transitions to continuous probability and continuous distributions, including normal, bivariate normal, gamma, and chi-square distributions. The author goes on to examine the history of probability, the laws of large numbers, and the central limit theorem. The final chapter explores stochastic processes and applications, ideal for students in operations research and finance.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Kevin J. Hastings is a professor of mathematics at Knox College in Galesburg, Illinois.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Chapman & Hall/CRC
Date d'édition
2009
Langue
anglais
ISBN 10 
1420079387
ISBN 13 
9781420079388
Reliure
Relié
Numéro d'édition
2
Nombre de pages
466
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9780367385194: Introduction to Probability with Mathematica

Edition présentée

ISBN 10 :  0367385198 ISBN 13 :  9780367385194
Editeur : Chapman and Hall/CRC, 2019
Couverture souple