
Applied Statistics Manual
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Content
- Cover
- Title page
- CIP data
- Table of Contents
- List of Figures and Tables
- Preface
- Introduction
- Chapter 1 - Sampling and Types of Data
- SAMPLES AND POPULATIONS
- SAMPLING METHODS
- TYPES OF DATA
- QUESTIONS AND ANSWERS
- Chapter 2 - Descriptive Statistics
- DISTRIBUTIONS
- MEASURES OF CENTRAL TENDENCY
- MEASURES OF VARIABILITY
- MEASURES OF SHAPE
- DESCRIPTIVE STATISTICS WITH MINITAB
- QUESTIONS AND ANSWERS
- Chapter 3 - Exploratory Data Analysis
- BOXPLOT
- SCATTERPLOT
- STEM-AND-LEAF PLOT
- MULTI-VARI CHART
- QUESTIONS AND ANSWERS
- Chapter 4 - Probability
- DISCRETE PROBABILITY DISTRIBUTIONS
- CONTINUOUS PROBABILITY DISTRIBUTIONS
- QUESTIONS AND ANSWERS
- Chapter 5 - Hypothesis Testing for Means, Proportions, and Variances
- PERFORMING A HYPOTHESIS TEST
- TESTS FOR MEANS
- TESTS FOR PROPORTIONS
- TESTS FOR VARIANCE
- POISSON RATE TEST
- QUESTIONS AND ANSWERS
- Chapter 6 - Sample Size and Confidence Intervals
- SAMPLE SIZE
- CONFIDENCE INTERVALS
- QUESTIONS AND ANSWERS
- Chapter 7 - Test of Normality and Distribution Transformations
- TEST OF NORMALITY
- TRANSFORMATIONS
- QUESTIONS AND ANSWERS
- Chapter 8 - Nonparametric Tests
- 1-SAMPLE SIGN
- 1-SAMPLE WILCOXON
- MANN-WHITNEY TEST
- KRUSKAL-WALLIS TEST
- MOOD'S MEDIAN TEST
- CHI-SQUARE GOODNESS- OF-FIT TEST
- CHI-SQUARE TEST (TWO VARIABLES)
- QUESTIONS AND ANSWERS
- Chapter 9 - Analysis of Variance (ANOVA)
- CLASSICAL ONE-WAY ANOVA
- WELCH'S METHOD
- GENERAL LINEAR MODEL
- QUESTIONS AND ANSWERS
- Chapter 10 - Regression
- SIMPLE LINEAR REGRESSION
- MULTIPLE REGRESSION
- BINARY LOGISTIC REGRESSION
- QUESTIONS AND ANSWERS
- Chapter 11 - Measurement System Analysis
- TYPE 1 GAGE STUDY
- GAGE REPEATABILITY AND REPRODUCIBILITYSTUDY (CROSSED)
- LINEARITY AND BIAS
- ATTRIBUTE AGREEMENT ANALYSIS
- QUESTIONS AND ANSWERS
- Chapter 12 - Process Capability
- NORMAL CAPABILITY ANALYSIS
- MINITAB CAPABILITY SIXPACK
- NON-NORMAL CAPABILITY ANALYSIS
- QUESTIONS AND ANSWERS
- Chapter 13 - Statistical Process Control
- VARIABLE DATA CONTROL CHARTS
- CONTINUOUS DATA WITH WEIGHTED VALUES CONTROL CHARTS
- EWMA Chart
- ATTRIBUTE DATA CONTROL CHARTS
- QUESTIONS AND ANSWERS
- Chapter 14 - Design of Experiments
- FACTORIAL DESIGNS
- RESPONSE SURFACE
- MIXTURE DESIGNS
- QUESTIONS AND ANSWERS
- Chapter 15 - Reliability
- CENSORING
- FAILURE TYPES
- FAILURE MODES
- DISTRIBUTION IDENTIFICATION
- DISTRIBUTION OVERVIEW
- DISTRIBUTION ANALYSIS
- QUESTIONS AND ANSWERS
- Chapter 16 - Other Quality Tools
- CAUSE AND EFFECT DIAGRAM
- PARETO CHART
- RUN CHART
- QUESTIONS AND ANSWERS
- Appendix A - Layman's Statistics Glossary
- Appendix B - Common Hypothesis Tests
- Appendix C - Tables
- Appendix D - Statistical Process Control Constants
- Appendix E - A Tour of Minitab
- References
- Index
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