1st Edition
Six Sigma and Beyond Statistics and Probability, Volume III
By D.H. Stamatis
Copyright 2002
368 Pages
139 B/W Illustrations
by
CRC Press
368 Pages
by
CRC Press
Also available as eBook on:
Researchers and professionals in all walks of life need to use the many tools offered by the statistical world, but often do not have the necessary experience in both concept and application. No matter what your profession, sooner or later numbers need to be crunched, and often you need to understand how to do it, and why it is important. Quality control is no different. Six Sigma and Beyond:... Read more
Statistical Concepts
Designing a Study
Counting Responses for Single Variable
Summarizing Data
Counting Responses for Combinations
Changing the Coding Scheme
Looking at Means
Means from Samples
Working with the Normal Distribution
Testing Hypothesis - Two Independent Means
Testing Hypothesis - Two Dependent Means
Testing Hypothesis about Independence
Comparing Several Means
Plotting Data
Regression
Probability Changes
Set Theory and Venn Diagrams
Probability Concepts
Discrete and Random Variables
Binomial and Poison Distributions
Continuous and Uniform Distributions
Normalizing Binomial and Central Limit Theorem
Functions of Random Variables
Exponential Distribution and Reliability
Poison Process
Chi Square Distribution
T Distribution
Sample Size for Mean Distribution
Sampling Theory
Probability Plots and Percentiles
Reliability Concepts
Failure Rates
Reliability Rate
MTBF
MTBR
ROCOF Plot
Weibull Distribution
Gamma Distribution and Reliability
Hypothesis Testing and OC Curves
Least Squares and Regression Analysis
Taylor Series Expansion
Designing a Study
Counting Responses for Single Variable
Summarizing Data
Counting Responses for Combinations
Changing the Coding Scheme
Looking at Means
Means from Samples
Working with the Normal Distribution
Testing Hypothesis - Two Independent Means
Testing Hypothesis - Two Dependent Means
Testing Hypothesis about Independence
Comparing Several Means
Plotting Data
Regression
Probability Changes
Set Theory and Venn Diagrams
Probability Concepts
Discrete and Random Variables
Binomial and Poison Distributions
Continuous and Uniform Distributions
Normalizing Binomial and Central Limit Theorem
Functions of Random Variables
Exponential Distribution and Reliability
Poison Process
Chi Square Distribution
T Distribution
Sample Size for Mean Distribution
Sampling Theory
Probability Plots and Percentiles
Reliability Concepts
Failure Rates
Reliability Rate
MTBF
MTBR
ROCOF Plot
Weibull Distribution
Gamma Distribution and Reliability
Hypothesis Testing and OC Curves
Least Squares and Regression Analysis
Taylor Series Expansion
Biography
D.H. Stamatis
