Probability in Petroleum And Environmmental Engineering


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ISBN: 0976511304
Title: Probability in Petroleum And Environmmental Engineering
Author: George V. Chilingar Leonid F., Ph.D. Khilyuk Herman H. Rieke
Publisher: Gulf Publishing Company (April 30, 2005)
Publication Date: 2005-04-30
Number Of Pages: 275

From the Publisher
Written by three of the world’s most renowned petroleum and environmental engineers, Probability in Petroleum and Environmental Engineering is the first book to offer the practicing engineer and engineering student new cutting-edge techniques for prediction and forecasting in petroleum engineering and environmental management.

The authors combine a rigorous, yet easy-to-understand, approach to probability and how it is applied to petroleum and environmental engineering to solve multiple problems that engineers or geologists face every day.

Table of Contents

Ch. 1 Introduction 1
Ch. 2 Experiments and events 9
Ch. 3 Space of elementary events 25
Ch. 4 Probability of random events 41
Ch. 5 Conditional probability and stochastic independence : multistage probabilistic evaluation and forecasting 61
Ch. 6 Bernoulli distribution and sequences of independent trials 75
Ch. 7 Random variables and distribution functions 89
Ch. 8 Numerical characteristics of random variables : mathematical expectation, variance, and moments of higher order 111
Ch. 9 Numerical characteristics of random variables : quantiles 129
Ch. 10 Probability distributions : discrete case 145
Ch. 11 Probability distributions : continuous case 163
Ch. 12 Limit theorems of the probability theory 191
Ch. 13 Probabilistic decision making 207
App. 1 Principles of set theory 235
App. 2 Methods of counting 245
App. 3 Statistical comparison of an original data set with its subset in oil spill studies 249
App. 4 Standard normal distribution function 261

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