rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Design of experiments with MINITAB
  name:
    name part: Mathews, Paul G.
    name part: 1960-
    role:
      role term: creator
  type of resource: text
  genre: bibliography
  genre: elektronické knihy
  genre: electronic books
  origin info:
    place:
      place term: wiu
    date issued: 2005
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xix, 499 pages) : illustrations
  abstract: Most of the classic DOE books were written before DOE software was generally available, so the technical level that they assumed was that of the engineer or scientist who had to write his or her own analysis software. In this practical introduction to DOE, guided by the capabilities of the common software packages, Paul Mathews presents the basic types and methods of designed experiments appropriate for engineers, scientists, quality engineers, and Six Sigma Black Belts and Master Black Belts. Although instructions in the use of MINITAB are detailed enough to provide effective guidance to a new MINITAB user, the book is still general enough to be very helpful to users of other DOE software packages. Every chapter contains many examples with detailed solutions including extensive output from MINITAB. Preview a sample chapter from this book along with the full table of contents by clicking here. You will need Adobe Acrobat to view this pdf file.
  table of contents: Machine derived contents note: Table of Contents -- Preface xiii -- Acknowledgments xix -- Chapter 1 Graphical Presentation of Data 1 -- 1.1 Introduction 1 -- 1.2 Types of Data 1 -- 1.3 Bar Charts 2 -- 1.4 Histograms 3 -- 1.5 Dotplots 4 -- 1.6 Stem-and-Leaf Plots 4 -- 1.7 Box-and-Whisker Plots 5 -- 1.8 Scatter Plots 6 -- 1.9 Multi-Vari Charts 7 -- 1.10 An Introduction to MINITAB 9 -- 1.10.1 Starting MINITAB 9 -- 1.10.2 MINITAB Windows 9 -- 1.10.3 Using the Command Prompt 11 -- 1.10.4 Customizing MINITAB 11 -- 1.10.5 Entering Data 12 -- 1.10.6 Graphing Data 13 -- 1.10.7 Printing Data and Graphs 13 -- 1.10.8 Saving and Retrieving Information 14 -- 1.10.9 MINITAB Macros 15 -- 1.10.10 Summary of MINITAB Files 17 -- Chapter 2 Descriptive Statistics 19 -- 2.1 Introduction 19 -- 2.2 Selection of Samples 19 -- 2.3 Measures of Location 20 -- 2.3.1 The Median 20 -- 2.3.2 The Mean 21 -- 2.4 Measures of Variation 21 -- 2.4.1 The Range 21 -- 2.4.2 The Standard Deviation 22 -- 2.4.3 Degrees of Freedom 24 -- 2.4.4 The Calculating Form for the Standard Deviation 25 -- 2.5 The Normal Distribution 26 -- 2.6 Counting 30 -- 2.6.1 Multiplication of Choices 30 -- 2.6.2 Factorials 31 -- 2.6.3 Permutations 31 -- 2.6.4 Combinations 32 -- 2.7 MINITAB Commands to Calculate Descriptive Statistics 34 -- Chapter 3 Inferential Statistics 37 -- 3.1 Introduction 37 -- 3.2 The Distribution of Sample Means (Known) 38 -- 3.3 Confidence Interval for the Population Mean 41 -- 3.4 Hypothesis Test for One Sample Mean (Known) 42 -- 3.4.1 Hypothesis Test Rationale 42 -- 3.4.2 Decision Limits Based on Measurement Units 44 -- 3.4.3 Decision Limits Based on Standard (z) Units 45 -- 3.4.4 Decision Limits Based on the p Value 46 -- 3.4.5 Type 1 and Type 2 Errors 49 -- 3.4.6 One-Tailed Hypothesis Tests 51 -- 3.5 The Distribution of Sample Means (Unknown) 52 -- 3.5.1 Student's t Distribution 52 -- 3.5.2 A One-Sample Hypothesis Test for the Population Mean (Unknown) 54 -- 3.5.3 A Confidence Interval for the Populat…
  table of contents: 8.8.1 The Coefficient of Determination 293 -- 8.8.2 The Correlation Coefficient 294 -- 8.8.3 Confidence Interval for the Correlation Coefficient 295 -- 8.8.4 The Adjusted Correlation Coefficient 298 -- 8.9 Linear Regression with MINITAB 299 -- 8.10 Transformations to Linear Form 301 -- 8.11 Polynomial Models 306 -- 8.12 Goodness of Fit Tests 309 -- 8.12.1 The Quadratic Model as a Test of Linear Goodness of Fit 309 -- 8.12.2 The Linear Lack of Fit Test 312 -- 8.13 Errors in Variables 316 -- 8.14 Weighted Regression 317 -- 8.15 Coded Variables 318 -- 8.16 Multiple Regression 320 -- 8.17 General Linear Models 327 -- 8.18 Sample Size Calculations for Linear Regression 337 -- 8.18.1 Sample Size to Determine the Slope with Specified Confidence 337 -- 8.18.2 Sample Size to Determine the Regression Constant with Specified Confidence 341 -- 8.18.3 Sample Size to Determine the Predicted Value of the Response with Specified Confidence 342 -- 8.18.4 Sample Size to Detect a Slope Different From Zero 343 -- 8.19 Design Considerations for Linear Regression 345 -- Chapter 9 Two-Level Factorial Experiments 347 -- 9.1 Introduction 347 -- 9.2 The 21 Factorial Experiment 347 -- 9.3 The 22 Factorial Experiment 351 -- 9.4 The 23 Factorial Design 362 -- 9.5 The Addition of Center Cells to 2k Designs 367 -- 9.6 General Procedure for Analysis of 2k Designs 370 -- 9.7 2k Factorial Designs in MINITAB 372 -- 9.7.1 Creating the 2k Designs in MINITAB 372 -- 9.7.2 Analyzing the 2k Factorial Designs with MINITAB 375.
  note: Paul G. Mathews.
  note: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  note: Includes bibliographical references (pages 489-490) and index.
  subject:
    title info:
      title: Minitab
  subject:
    title info:
      title: Minitab
  subject:
    topic: Statistical hypothesis testing
  subject:
    topic: Experimental design
  subject:
    topic: Science
    topic: Statistical methods
  subject:
    topic: Engineering
    topic: Statistical methods
  related item:
    title info:
      title: Design of experiments with MINITAB
    name:
      name part: Mathews, Paul G., 1960-
    identifier: (DLC) 2004020013
    identifier: (OCoLC)56413998
  identifier: 9781628703368
  identifier: 1628703369
  identifier: 0873896378
  identifier: 9780873896375
  identifier: https://proxy.k.utb.cz/login
  access condition: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  record info:
    record content source: KNOVL
    record creation date: 140708
    record change date: 20240717213016.0
    record identifier: kn-ocn883034936
    language of cataloging:
      language term: eng