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Engineering statistics

Author: Douglas C Montgomery; George C Runger; Norma Faris Hubele
Publisher: Hoboken, NJ : Wiley, ©2010.
Edition/Format:   Print book : English : 5th edView all editions and formats
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Douglas C Montgomery; George C Runger; Norma Faris Hubele
ISBN: 9780470631478 0470631473
OCLC Number: 970590106
Notes: Incluye índice.
Description: xxii, 514 p. : il. ; 26 cm
Contents: CHAPTER 1 The Role of Statistics in Engineering. 1-1 The Engineering Method and Statistical Thinking.1-2 Collecting Engineering Data.1-3 Mechanistic and Empirical Models.1-4 Observing Processes Over Time.CHAPTER 2 Data Summary and Presentation.2-1 Data Summary and Display.2-2 Stem-and-Leaf Diagram.2-3 Histograms.2-4 Box Plot.2-5 Time Series Plots.2-6 Multivariate Data.CHAPTER 3 Random Variables and ProbabilityDistributions.3-1 Introduction.3-2 Random Variables.3-3 Probability.3-4 Continuous Random Variables.3-5 Important Continuous Distributions.3-6 Probability Plots.3-7 Discrete Random Variables.3-8 Binomial Distribution.3-9 Poisson Process.3-10 Normal Approximation to the Binomial and PoissonDistributions.3-11 More than One Random Variable and Independence.3-12 Functions of Random Variables.3-13 Random Samples, Statistics, and the Central LimitTheorem.CHAPTER 4 Decision Making for a Single Sample.4-1 Statistical Inference.4-2 Point Estimation.4-3 Hypothesis Testing.4-4 Inference on the Mean of a Population, Variance Known.4-5 Inference on the Mean of a Population, Variance Unknown.4-6 Inference on the Variance of a Normal Population.4-7 Inference on a Population Proportion.4-8 Other Interval Estimates for a Single Sample.4-9 Summary Tables of Inference Procedures for a SingleSample.4-10 Testing for Goodness of Fit.CHAPTER 5 Decision Making for Two Samples.5-1 Introduction.5-2 Inference on the Means of Two Populations, VariancesKnown.5-3 Inference on the Means of Two Populations, VariancesUnknown.5-4 The Paired t-Test.5-5 Inference on the Ratio of Variances of Two NormalPopulations.5-6 Inference on Two Population Proportions.5-7 Summary Tables for Inference Procedures for Two Samples.5-8 What if We Have More than Two Samples?CHAPTER 6 Building Empirical Models.6-1 Introduction to Empirical Models.6-2 Simple Linear Regression.6-3 Multiple Regression.6-4 Other Aspects of Regression.CHAPTER 7 Design of Engineering Experiments.7-1 The Strategy of Experimentation.7-2 Factorial Experiments.7-3 2k Factorial Design.7-4 Center Points and Blocking in 2kDesigns.7-5 Fractional Replication of a 2k Design.7-6 Response Surface Methods and Designs.7-7 Factorial Experiments With More Than Two Levels.CHAPTER 8 Statistical Process Control.8-1 Quality Improvement and Statistical Process Control.8-2 Introduction to Control Charts.8-3 X and R Control Charts.8-4 Control Charts For Individual Measurements.8-5 Process Capability.8-6 Attribute Control Charts.8-7 Control Chart Performance.8-8 Measurement Systems Capability.APPENDICES.APPENDIX A Statistical Tables and Charts.APPENDIX B Bibliography.APPENDIX C Answers to Selected Exercises.INDEX.
Responsibility: Douglas C. Montgomery, George C. Runger, Norma Faris Hubele.
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