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{ "item_title" : "Minitab(R) and Lean Six Sigma", "item_author" : [" Forrest W. Breyfogle "], "item_description" : "This 377 page bookShows the execution of Minitab functions in a detailed Lean Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) roadmap to enhance the Y response for process improvement projectsShows use of a free software app for response-metric tracking that provides insight not possible with traditional metric reporting techniquesUtilizes over 50 datasets to illustrate Y-response tracking from a process-output perspective and Y=f(X) analysesDiscusses over 200 figures that illustrate software inputs and outputsProvides a clickable Lean Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) process-improvement roadmap that integrates the application of Lean and Six Sigma tools so that the right tool is used at the right time when undertaking process improvement effortsShows a methodology for Lean Six Sigma improvement project selection so that the organization's big-picture benefits from the project′s completionProvides a method to statistically show and quantify at the 30,000-foot-level the benefits of process improvement effortsOffers a business process improvement system that goes beyond traditional Lean Six Sigma and the Balanced ScorecardExplains a method for executing and enhancing digital transformation efforts in an organizationThis book provides direction on how organizations can resolve issues that commonly occur with: Traditional control charts and process capability reporting techniquesAQL testing and reportingLean Six Sigma deploymentsThis book provides direction on how organizations can benefit from the wise application of: Statistical and non-statistical techniques.Design of Experiments (DOE) in both manufacturing and transactional processes.This book provides a comprehensive 9-step system that CEOs, presidents, general managers, executives, managers, leaders, practitioners, and others can use to resolve elephant-in-the-room management issues such as: Business goals not being metScorecards leading to harmful, if not destructive, behaviorsPersistent day-to-day firefighting problemsBusiness strategies that are very generic and difficult to translate into organizational work environmentsLean events and other improvement projects can consume many resources but often do not offer a quantifiable benefit to the business as a wholeLean Six Sigma process improvement deployments that have improvement projects, which are either not completed in a timely fashion or which make substantial financial claims that are questionableThis book describes the application and how to use of the following tools in Minitab as part of a Lean Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) roadmap Time-series plotHistogramDot plotDescriptive statisticsPareto chartProbability plotX-bar and R control chartP-chartProcess capability indices30,000-foot-level reportsCause-and-effect diagramVisualization of dataMulti-vari chartHypothesis testingInferences: continuous dataInferences: attribute dataComparing two samplesDemonstration of process metric output response improvementVariance componentsCorrelationSimple regressionResidualsSingle factor ANOVAANOMTwo factor ANOVAMultiple regressionBinary Logistic regressionGeneral Linear Model (GLM)Design of Experiments (DOE)Response surface methodology (RSM)Control phase - maintain the gainOffers a methodology to implement Deming's management philosophy, ISO 9000, Baldrige award criteria & Shingo Prize criteria.", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/9/79/898/736/9798987369715_b.jpg", "price_data" : { "retail_price" : "29.99", "online_price" : "29.99", "our_price" : "29.99", "club_price" : "29.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Minitab(R) and Lean Six Sigma|Forrest W. Breyfogle

Minitab(R) and Lean Six Sigma : A Guide to Improve Business Performance Metrics

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Overview

This 377 page book

  • Shows the execution of Minitab functions in a detailed Lean Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) roadmap to enhance the Y response for process improvement projects
  • Shows use of a free software app for response-metric tracking that provides insight not possible with traditional metric reporting techniques
  • Utilizes over 50 datasets to illustrate Y-response tracking from a process-output perspective and Y=f(X) analyses
  • Discusses over 200 figures that illustrate software inputs and outputs
  • Provides a clickable Lean Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) process-improvement roadmap that integrates the application of Lean and Six Sigma tools so that the right tool is used at the right time when undertaking process improvement efforts
  • Shows a methodology for Lean Six Sigma improvement project selection so that the organization's big-picture benefits from the project′s completion
  • Provides a method to statistically show and quantify at the 30,000-foot-level the benefits of process improvement efforts
  • Offers a business process improvement system that goes beyond traditional Lean Six Sigma and the Balanced Scorecard
  • Explains a method for executing and enhancing digital transformation efforts in an organization

This book provides direction on how organizations can resolve issues that commonly occur with:

  • Traditional control charts and process capability reporting techniques
  • AQL testing and reporting
  • Lean Six Sigma deployments

This book provides direction on how organizations can benefit from the wise application of:

  • Statistical and non-statistical techniques.
  • Design of Experiments (DOE) in both manufacturing and transactional processes.

This book provides a comprehensive 9-step system that CEOs, presidents, general managers, executives, managers, leaders, practitioners, and others can use to resolve elephant-in-the-room management issues such as:

  • Business goals not being met
  • Scorecards leading to harmful, if not destructive, behaviors
  • Persistent day-to-day firefighting problems
  • Business strategies that are very generic and difficult to translate into organizational work environments
  • Lean events and other improvement projects can consume many resources but often do not offer a quantifiable benefit to the business as a whole
  • Lean Six Sigma process improvement deployments that have improvement projects, which are either not completed in a timely fashion or which make substantial financial claims that are questionable

This book describes the application and how to use of the following tools in Minitab as part of a Lean Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) roadmap

  • Time-series plot
  • Histogram
  • Dot plot
  • Descriptive statistics
  • Pareto chart
  • Probability plot
  • X-bar and R control chart
  • P-chart
  • Process capability indices
  • 30,000-foot-level reports
  • Cause-and-effect diagram
  • Visualization of data
  • Multi-vari chart
  • Hypothesis testing
  • Inferences: continuous data
  • Inferences: attribute data
  • Comparing two samples
  • Demonstration of process metric output response improvement
  • Variance components
  • Correlation
  • Simple regression
  • Residuals
  • Single factor ANOVA
  • ANOM
  • Two factor ANOVA
  • Multiple regression
  • Binary Logistic regression
  • General Linear Model (GLM)
  • Design of Experiments (DOE)
  • Response surface methodology (RSM)
  • Control phase - maintain the gain

Offers a methodology to implement Deming's management philosophy, ISO 9000, Baldrige award criteria & Shingo Prize criteria.

Details

  • ISBN-13: 9798987369715
  • ISBN-10: 9798987369715
  • Publisher: Citius Publishing, Inc.
  • Publish Date: December 2022
  • Dimensions: 11 x 8.5 x 0.67 inches
  • Shipping Weight: 1.65 pounds
  • Page Count: 322

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