Statistical thinking : improving business performance / Roger Hoerl, Ronald Snee.  (Text) (Text)

Hoerl, Roger Wesley
Snee, Ronald D
Call no.: HF1017 .H595 2012Publication: Hoboken, N.J. : Wiley, c2012Edition: 2nd edDescription: xxix, 511 p. : illISBN: 9781118094778 (cloth)Subject(s): Commercial statisticsLOC classification: HF1017 | .H595 2012
Contents:pt. 1 Statistical Thinking -- ch. 1 Need for Business Improvement -- Today's Business Realities and the Need to Improve -- We Now Have Two Jobs: A Model for Business Improvement -- New Management Approaches Require Statistical Thinking -- Principles of Statistical Thinking -- Applications of Statistical Thinking -- Summary -- ch. 2 Statistical Thinking Strategy -- Case Study: The Effect of Advertising on Sales -- Case Study: Improvement of a Soccer Team's Performance -- Statistical Thinking Strategy -- Context of Statistical Thinking: Statistics Discipline as a SystemVariation in Business Processes -- Synergy between Data and Subject Matter Knowledge -- Dynamic Nature of Business Processes -- Summary -- Project Update -- ch. 3 Understanding Business Processes -- Examples of Business Processes -- SIPOC Model for Processes -- Identifying Business Processes -- Analysis of Business Processes -- Systems of Processes -- Measurement Process -- Summary -- Project Update -- pt. 2 Statistical Engineering: Frameworks and Basic Tools -- ch. 4 Statistical Engineering: Tactics to Deploy Statistical ThinkingStatistical Engineering -- Case Study: Reducing Resin Output Variation -- Case Study: Reducing Telephone Waiting Time at a Bank -- Basic Process Improvement Framework -- Case Study: Resolving Customer Complaints of Baby Wipe Flushability -- Case Study: The Realized Revenue Fiasco -- Basic Problem-Solving Framework -- DMAIC Framework -- DMAIC Case Study: Newspaper Accuracy -- Summary -- Project Update -- ch. 5 Process Improvement and Problem-Solving Tools -- Stratification -- Data Collection Tools -- Basic Graphical Analysis Tools -- Knowledge-Based Tools -- Process Stability and Capability Tools -- Summary -- Project UpdateNotes -- pt. 3 Formal Statistical Methods -- ch. 6 Building and Using Models -- Examples of Business Models -- Types and Uses of Models -- Regression Modeling Process -- Building Models with One Predictor Variable -- Building Models with Several Predictor Variables -- Multicollinearity: Another Model Check -- Some Limitations of Using Existing Data -- Summary -- Project Updatech. 7 Using Process Experimentation to Build Models -- Why Do We Need a Statistical Approach? -- Examples of Process Experiments -- Statistical Approach to Experimentation -- Two-Factor Experiments: A Case Study -- Three-Factor Experiments: A Case StudyLarger Experiments -- Blocking, Randomization, and Center Points -- Summary -- Project Update -- ch. 8 Applications of Statistical Inference Tools -- Examples of Statistical Inference Tools -- Process of Applying Statistical Inference -- Statistical Confidence and Prediction Intervals -- Statistical Hypothesis Tests -- Tests for Continuous Data --Test for Discrete Data: Comparing Two or More Proportions -- Test for Regression Analysis: Test on a Regression Coefficient -- Sample Size Formulas -- Summary -- Project Update -- Notes -- ch. 9 Underlying Theory of Statistical Inference -- Applications of the Theory -- Theoretical Framework of Statistical Inference -- Types of Data -- Probability Distributions -- Sampling Distributions -- Linear Combinations -- Transformations -- Summary -- Project Updatech. 10 Summary and Path Forward -- A Personal Case Study by Tom Pohlen -- Review of the Statistical Thinking Approach -- Text Summary -- Potential Next Steps to Deeper Understanding of Statistical Thinking -- Project Summary and Debriefing -- Appendix A Effective Teamwork -- Appendix B Presentations and Report Writing -- Appendix C More on Surveys -- Appendix D More Regression -- Appendix E More on Design of Experiments -- Appendix F More on Inference Tools -- Appendix G More on Probability Distributions -- Appendix H Process Design (Reengineering) -- Appendix I t Critical Values -- Appendix J Standard Noemal Probabilities (Cumulative z Curve Areas)
แท็ก: ไม่มีแท็กจากห้องสมุดสำหรับชื่อเรื่องนี้ เข้าสู่ระบบเพื่อเพิ่มแท็ก
ประเภททรัพยากร ตำแหน่งปัจจุบัน กลุ่มข้อมูล ตำแหน่งชั้นหนังสือ เลขเรียกหนังสือ สถานะ วันกำหนดส่ง บาร์โค้ด การจองรายการ
Book Book Economics Library (Puey Ungphakorn Library, Tha Phra Chan Campus)
General Books General Stacks HF1017 .H595 2012 (เรียกดูชั้นหนังสือ) พร้อมให้บริการ
31379013828711
รายการจองทั้งหมด: 0

pt. 1 Statistical Thinking -- ch. 1 Need for Business Improvement -- Today's Business Realities and the Need to Improve -- We Now Have Two Jobs: A Model for Business Improvement -- New Management Approaches Require Statistical Thinking -- Principles of Statistical Thinking -- Applications of Statistical Thinking -- Summary -- ch. 2 Statistical Thinking Strategy -- Case Study: The Effect of Advertising on Sales -- Case Study: Improvement of a Soccer Team's Performance -- Statistical Thinking Strategy -- Context of Statistical Thinking: Statistics Discipline as a SystemVariation in Business Processes -- Synergy between Data and Subject Matter Knowledge -- Dynamic Nature of Business Processes -- Summary -- Project Update -- ch. 3 Understanding Business Processes -- Examples of Business Processes -- SIPOC Model for Processes -- Identifying Business Processes -- Analysis of Business Processes -- Systems of Processes -- Measurement Process -- Summary -- Project Update -- pt. 2 Statistical Engineering: Frameworks and Basic Tools -- ch. 4 Statistical Engineering: Tactics to Deploy Statistical Thinking

Statistical Engineering -- Case Study: Reducing Resin Output Variation -- Case Study: Reducing Telephone Waiting Time at a Bank -- Basic Process Improvement Framework -- Case Study: Resolving Customer Complaints of Baby Wipe Flushability -- Case Study: The Realized Revenue Fiasco -- Basic Problem-Solving Framework -- DMAIC Framework -- DMAIC Case Study: Newspaper Accuracy -- Summary -- Project Update -- ch. 5 Process Improvement and Problem-Solving Tools -- Stratification -- Data Collection Tools -- Basic Graphical Analysis Tools -- Knowledge-Based Tools -- Process Stability and Capability Tools -- Summary -- Project UpdateNotes -- pt. 3 Formal Statistical Methods -- ch. 6 Building and Using Models -- Examples of Business Models -- Types and Uses of Models -- Regression Modeling Process -- Building Models with One Predictor Variable -- Building Models with Several Predictor Variables -- Multicollinearity: Another Model Check -- Some Limitations of Using Existing Data -- Summary -- Project Update

ch. 7 Using Process Experimentation to Build Models -- Why Do We Need a Statistical Approach? -- Examples of Process Experiments -- Statistical Approach to Experimentation -- Two-Factor Experiments: A Case Study -- Three-Factor Experiments: A Case StudyLarger Experiments -- Blocking, Randomization, and Center Points -- Summary -- Project Update -- ch. 8 Applications of Statistical Inference Tools -- Examples of Statistical Inference Tools -- Process of Applying Statistical Inference -- Statistical Confidence and Prediction Intervals -- Statistical Hypothesis Tests -- Tests for Continuous Data --Test for Discrete Data: Comparing Two or More Proportions -- Test for Regression Analysis: Test on a Regression Coefficient -- Sample Size Formulas -- Summary -- Project Update -- Notes -- ch. 9 Underlying Theory of Statistical Inference -- Applications of the Theory -- Theoretical Framework of Statistical Inference -- Types of Data -- Probability Distributions -- Sampling Distributions -- Linear Combinations -- Transformations -- Summary -- Project Update

ch. 10 Summary and Path Forward -- A Personal Case Study by Tom Pohlen -- Review of the Statistical Thinking Approach -- Text Summary -- Potential Next Steps to Deeper Understanding of Statistical Thinking -- Project Summary and Debriefing -- Appendix A Effective Teamwork -- Appendix B Presentations and Report Writing -- Appendix C More on Surveys -- Appendix D More Regression -- Appendix E More on Design of Experiments -- Appendix F More on Inference Tools -- Appendix G More on Probability Distributions -- Appendix H Process Design (Reengineering) -- Appendix I t Critical Values -- Appendix J Standard Noemal Probabilities (Cumulative z Curve Areas)

There are no comments on this title.

เพื่อโพสต์ความคิดเห็น

คลิกที่รูปภาพเพื่อดูในตัวแสดงภาพ

ห้องสมุด:

Thammasat University Library, 2 Prachan Road, Phranakorn, Bangkok 10200

Puey Ungphakorn Library (Rangsit Campus), Circulation Desk 662 564-4444 ext. 1305

Pridi Banomyong Library, Circulation Desk 662 613-3544