Updated to conform to MathematicaAR 7.0, Introduction to Probability with MathematicaAR, 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 CDROM 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 CDROM (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 chisquare 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.
About Kevin J. Hastings
Kevin J. Hastings is a professor of mathematics at Knox College in Galesburg, Illinois.Details Book
Author  :  Kevin J. Hastings 
Publisher  :  Chapman 
Data Published  :  21 September 2009 
ISBN  :  1420079409 
EAN  :  9781420079401 
Format Book  :  PDF, Epub, DOCx, TXT 
Number of Pages  :  pages 
Age +  :  15 years 
Language  :  English 
Rating  : 
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