Manual on Presentation of Data and Control Chart Analysis 9th Edition by Astm International, Stephen N Luko – Ebook PDF Instant Download/Delivery: 9780803171107 ,0803171102
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Product details:
ISBN 10: 0803171102
ISBN 13: 9780803171107
Author: Astm International, Stephen N Luko
Manual on Presentation of Data and Control Chart Analysis 9th Edition Table of contents:
Introduction
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Purpose
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Type of Data Considered
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Homogeneous Data
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Typical Examples of Physical Data
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Ungrouped Distribution
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Empirical Percentiles and Order Statistics
Grouped Frequency Distributions
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Introduction
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Definitions
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Choice of Bin Boundaries
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Number of Bins
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Tabular Presentation
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Graphical Presentation
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Cumulative Frequency Distribution
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“Stem and Leaf” Diagram
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Box Plot
Functions of a Frequency Distribution
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Introduction
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Relative Frequency
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Average (Arithmetic Mean)
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Other Measures of Central Tendency
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Standard Deviation
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Other Measures of Dispersion
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Skewness—g₁
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Kurtosis—g₂
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Computational Tutorial
Amount of Information Contained in p, X, s, g₁, and g₂
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Summarizing the Information
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Several Values of Relative Frequency, p
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Single Percentile of Relative Frequency, Qp
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Average X Only
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Average X and Standard Deviation s
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Average X, Standard Deviation s, Skewness g₁, and Kurtosis g₂
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Use of Coefficient of Variation Instead of the Standard Deviation
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Summary—Amount of Information Contained in Simple Functions of the Data
The Probability Plot
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Introduction
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Normal Distribution Case
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Weibull Distribution Case
Transformations
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Introduction
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Power (Variance-Stabilizing) Transformations
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Box-Cox Transformations
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Some Comments about the Use of Transformations
Essential Information
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Introduction
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What Functions of the Data Contain the Essential Information
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Presenting X Only Versus Presenting X and s
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Observed Relationships
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Summary: Essential Information
Presentation of Relevant Information
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Introduction
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Relevant Information
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Evidence of Control
Recommendations
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Recommendations for Presentation of Data
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References
PART 2 – Presenting Plus or Minus Limits of Uncertainty of an Observed Average
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Glossary of Symbols Used in Part 2
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Purpose
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The Problem
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Theoretical Background
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Computation when σ Is Known
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Computation when σ Is Unknown or the Sample Size Is Small
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Interpretation
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Experimental Illustration
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Presentation of Data
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One-Sided Limits
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General Comments on the Use of Confidence Intervals
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Number of Places to Be Retained in Computation and Presentation
Supplements
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2.A: Presenting Plus or Minus Limits of Uncertainty for σ—Normal Distribution
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2.B: Presenting Plus or Minus Limits of Uncertainty for p̂
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2.C: Other Types of Statistical Intervals
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2.D: Sample Size
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References
PART 3 – Control Chart Method of Analysis and Presentation of Data
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Glossary of Terms and Symbols Used in Part 3
General Principles
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Purpose
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Terminology and Technical Background
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Two Uses
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Breaking Up Data into Rational Subgroups
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General Technique in Using Control Chart Method
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Control Limits and Criteria of Control
Control—No Standard Given
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Introduction
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Control Charts for Averages (X) and Standard Deviations (s) — Large and Small Samples
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Control Charts for Averages (X) and Ranges (R) — Small Samples
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Summary of Control Charts without Given Standard
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Control Charts for Attributes Data: p, np, u, c
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Summary of Attribute Control Charts
Control with Respect to a Given Standard
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Introduction
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Control Charts for Averages, Standard Deviation, and Ranges
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Summary of Charts with Given Standard
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Attribute Control Charts with Standard
Control Charts for Individuals
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Using Rational Subgroups
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Using Moving Ranges
Examples
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Examples for Various Chart Types with and without Standards
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Control Charts for Individuals
Supplements
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3.A: Mathematical Relations and Tables of Factors
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3.B: Explanatory Notes
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References
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Selected Papers on Control Chart Techniques
PART 4 – Measurements and Other Topics of Interest
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Glossary of Terms and Symbols Used in Part 4
The Measurement System
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Introduction
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Basic Properties of a Measurement Process
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Repeatability Model
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Reproducibility
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Measurement System Bias
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Using Measurement Error
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Distinct Product Categories
Process Capability and Performance
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Introduction
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Process Capability
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Process Capability Indices and Cpk
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Process Performance Analysis
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Using Process Performance Indices
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Attribute Capability
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References
Appendix
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ASTM Standards under the Jurisdiction of Committee E11 on Quality and Statistics
Index
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Tags: Astm International, Stephen N Luko, Presentation, Control Chart Analysis