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Introduction To Probability And Statistics For Science, Engineering And Finance

Introduction To Probability And Statistics For Science, Engineering And Finance

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  • ISBN:9781584888123
  • Editorial: Crc Press Inc.
  • Fecha de la edición:
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  • Dimensiones: 0 cm x 0 cm
  • Nº Pág.:680
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Integrating interesting and widely used concepts of financial engineering into traditional statistics courses, Introduction to Probability and Statistics for Science, Engineering, and Finance illustrates the role and scope of statistics and probability in various fields.

As soon as he develops statistical concepts, the author presents applications to engineering, such as queuing theory, reliability theory, and acceptance sampling; computer science; public health and finance. Using both statistical software packages and scientific calculators, he reinforces fundamental concepts with numerous examples

1 Data Analysis 1
2 Probability Theory 71
3 Discrete Random Variables and Their Distribution Functions 113
4 Continuous Random Variables and Their Distribution Functions 161
5 Multivariate Probability Distributions 205
6 Sampling Distribution Theory 277
7 Point and Interval Estimation 291
8 Hypothesis Testing 325
9 Statistical Analysis of Categorical Data 373
10 Linear Regression and Correlation 389
11 Multiple Linear Regression 441
12 Single Factor Experiments: Analysis of Variance 469
13 Design and Analysis of Multi-Factor Experiments 497
14 Statistical Quality Control 551
A Tables 567
Answers to Selected Odd-Numbered Problems

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