3 Modeling Process Quality
CHAPTER OUTLINE
3.1.3 Numerical Summary of Data
3.1.5 Probability Distributions
3.2 IMPORTANT DISCRETE DISTRIBUTIONS
3.2.1 The Hypergeometric Distribution
3.2.2 The Binomial Distribution
3.2.3 The Poisson Distribution
3.2.4 The Negative Binomial and Geometric Distributions
3.3 IMPORTANT CONTINUOUS DISTRIBUTIONS
3.3.2 The Lognormal Distribution
3.3.3 The Exponential Distribution
3.3.5 The Weibull Distribution
3.4.1 Normal Probability Plots
3.5 SOME USEFUL APPROXIMATIONS
3.5.1 The Binomial Approximation to the Hypergeometric
3.5.2 The Poisson Approximation to the Binomial
3.5.3 The Normal Approximation to the Binomial
3.5.4 Comments on Approximations
Supplemental Material for Chapter 3
S3.1 Independent Random Variables
S3.2 Development of the Poisson Distribution
S3.3 The Mean and Variance of the Normal Distribution
S3.4 More about the Lognormal Distribution
S3.5 More about the Gamma Distribution
S3.6 The Failure Rate for the Exponential Distribution
S3.7 The Failure Rate for the Weibull Distribution
The supplemental material is on the textbook Website, www.wiley.com/college/montgomery.
CHAPTER OVERVIEW AND LEARNING OBJECTIVES
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