href="#ulink_794fa1aa-f88f-549a-bbc8-fa2e1bfcb619">15.6 Simulating Continuous Variables
16 The Exponential Distribution
16.1 Modeling Waiting Times
16.2 Probability Density Function of Waiting Times
16.3 Cumulative Distribution Function
16.4 Modeling Lifetimes
16.5 Quantiles
16.6 Exponential Expectations
16.7 Simulating Exponential Probabilities and Expectations
16.8 Amnesia
16.9 Simulating Markov
16.10 Project
17 Queues
17.1 The Single Server Queue
17.2 Traffic Intensity
17.3 Queue Length
17.4 Average Response Time
17.5 Extensions of the M/M/1 Queue
17.6 Project
Reference
Notes
18 The Normal Distribution
18.1 The Normal Probability Density Function
18.2 The Cumulative Distribution Function
18.3 Quantiles
18.4 The Standard Normal Distribution
18.5 Achieving Normality: Limiting Distributions
18.6 Projects
19 Process Control
19.1 Control Charts
19.2 Cusum Charts
19.3 Charts for Defective Rates
19.4 Project
10 Part V: Tailing Off 20 The Inequalities of Markov and Chebyshev 20.1 Markov's Inequality 20.2 Algorithm Runtime 20.3 Chebyshev's Inequality
11 Appendix A: Data: Examination Results
12 Appendix B: The Line of Best Fit: Coefficient Derivations
13 Appendix C: Variance Derivations C.1 Variance of the Geometric Distribution (Chapter 10) C.2 Variance of the Binomial Distribution (Chapter 11) C.3 Variance of the Poisson Distribution (Chapter 13) C.4 Variance of the Uniform Distribution (Chapter 15) C.5 Variance of the Exponential Distribution (Chapter 16)
14 Appendix D: Binomial Approximation to the Hypergeometric
16 Appendix F: The Inequalities of Markov and Chebyshev F.1 Markov's Inequality: A Proof Without Words F.2 Chebyshev's Inequality: Markov's in Disguise
18 Index
19 Postface
List of Tables
1 Chapter 3TABLE 3.1 The Training SetTABLE 3.2 The Testing SetTABLE 3.3 The Anscombe Quartet
2 Chapter 4TABLE 4.1 ProgramsTABLE 4.2 Birthday Probabilities
3 Chapter 5TABLE 5.1 Sets and Events
4 Chapter 9TABLE 9.1 Benford's First DigitsTABLE 9.2 Joint Distribution of Errors in ProgramsTABLE 9.3 Rolling Two DiceTABLE 9.4 Joint Distribution of Hardware FailuresTABLE 9.5 Marginal Distributions of Hardware FailuresTABLE 9.6 Conditional Distributions of Hardware Failures in Lab 1 (
5 Chapter 10TABLE 10.1 Simulation Comparisons of the Geometric pdf
6 Chapter 11TABLE 11.1 Binomial Probabilities with
7 Chapter 12TABLE 12.1 Hypergeometric and Binomial Probabilities with
