.... . . . . . . . . . . . . . . . . . . . . . . . . Random Assignment Solves the Selection Problem . . . . . . . . . . . . . . . . . . . . . . . . Regression Analysis of Experiments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . II The Core 19 21 22 23 26 30 36 38 38 44 47 51 51 3 Making Regression Make Sense 3.1 Regression Fundamentals . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3.1.1 3.1.2 3.1.3 3.1.4 3.2 Economic Relationships and the Conditional Expectation Function . . . . . . . . . . . Linear Regression and the CEF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Asymptotic OLS Inference . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Saturated Models, Main E¤ects, and Other Regression Talk . . . . . . . . . . . . . . . Regression and Causality . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3.2.1 3.2.2 3.2.3 The Conditional Independence Assumption . . . . . . . . . . . . . . . . . . . . . . . . The Omitted Variables Bias Formula . . . . . . . . . . . . . . . . . . . . . . . . . . . . Bad Control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3.3 Heterogeneity and Nonlinearity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3.3.1 Regression Meets Matching . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . iii iv 3.3.2 3.3.3 3.4 CONTENTS...
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...Probability & Statistics for Engineers & Scientists This page intentionally left blank Probability & Statistics for Engineers & Scientists NINTH EDITION Ronald E. Walpole Roanoke College Raymond H. Myers Virginia Tech Sharon L. Myers Radford University Keying Ye University of Texas at San Antonio Prentice Hall Editor in Chief: Deirdre Lynch Acquisitions Editor: Christopher Cummings Executive Content Editor: Christine O’Brien Associate Editor: Christina Lepre Senior Managing Editor: Karen Wernholm Senior Production Project Manager: Tracy Patruno Design Manager: Andrea Nix Cover Designer: Heather Scott Digital Assets Manager: Marianne Groth Associate Media Producer: Vicki Dreyfus Marketing Manager: Alex Gay Marketing Assistant: Kathleen DeChavez Senior Author Support/Technology Specialist: Joe Vetere Rights and Permissions Advisor: Michael Joyce Senior Manufacturing Buyer: Carol Melville Production Coordination: Lifland et al. Bookmakers Composition: Keying Ye Cover photo: Marjory Dressler/Dressler Photo-Graphics Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trademarks. Where those designations appear in this book, and Pearson was aware of a trademark claim, the designations have been printed in initial caps or all caps. Library of Congress Cataloging-in-Publication Data Probability & statistics for engineers & scientists/Ronald E. Walpole . . . [et al.] — 9th ed. p. cm. ISBN 978-0-321-62911-1...
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...The Six Sigma Handbook Revised and Expanded A Complete Guide for Green Belts, Black Belts, and Managers at All Levels THOMAS PYZDEK McGraw-Hill New York Chicago San Francisco Lisbon London Madrid Mexico City Milan New Delhi San Juan Seoul Singapore Sydney Toronto Copyright © 2003 by The McGraw-HIll Companies, Inc. All rights reserved. Manufactured in the United States of America. Except as permitted under the United States Copyright Act of 1976, no part of this publication may be reproduced or distributed in any form or by any means, or stored in a database or retrieval system, without the prior written permission of the publisher. 0-07-141596-3 The material in this eBook also appears in the print version of this title: 0-07-141015-5. All trademarks are trademarks of their respective owners. Rather than put a trademark symbol after every occurrence of a trademarked name, we use names in an editorial fashion only, and to the benefit of the trademark owner, with no intention of infringement of the trademark. Where such designations appear in this book, they have been printed with initial caps. McGraw-Hill eBooks are available at special quantity discounts to use as premiums and sales promotions, or for use in corporate training programs. For more information, please contact George Hoare, Special Sales, at george_hoare@mcgraw-hill.com or (212) 904-4069. TERMS OF USE This is a copyrighted work and The McGraw-Hill Companies, Inc. (“McGraw-Hill”) and its licensors reserve all...
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...In memory of Amos Tversky Contents Introduction Part I. Two Systems 1. The Characters of the Story 2. Attention and Effort 3. The Lazy Controller 4. The Associative Machine 5. Cognitive Ease 6. Norms, Surprises, and Causes 7. A Machine for Jumping to Conclusions 8. How Judgments Happen 9. Answering an Easier Question Part II. Heuristics and Biases 10. The Law of Small Numbers 11. Anchors 12. The Science of Availability 13. Availability, Emotion, and Risk 14. Tom W’s Specialty 15. Linda: Less is More 16. Causes Trump Statistics 17. Regression to the Mean 18. Taming Intuitive Predictions Part III. Overconfidence 19. The Illusion of Understanding 20. The Illusion of Validity 21. Intuitions Vs. Formulas 22. Expert Intuition: When Can We Trust It? 23. The Outside View 24. The Engine of Capitalism Part IV. Choices 25. Bernoulli’s Errors 26. Prospect Theory 27. The Endowment Effect 28. Bad Events 29. The Fourfold Pattern 30. Rare Events 31. Risk Policies 32. Keeping Score 33. Reversals 34. Frames and Reality Part V. Two Selves 35. Two Selves 36. Life as a Story 37. Experienced Well-Being 38. Thinking About Life Conclusions Appendix Uncertainty A: Judgment Under Appendix B: Choices, Values, and Frames Acknowledgments Notes Index Introduction Every author, I suppose, has in mind a setting in which readers of his or her work could benefit from having read it. Mine is the proverbial office watercooler, where opinions are shared and gossip is exchanged. I...
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...2014-2015 Undergraduate Academic Calendar and Course Catalogue Published June 2014 The information contained within this document was accurate at the time of publication indicated above and is subject to change. Please consult your faculty or the Registrar’s office if you require clarification regarding the contents of this document. Note: Program map information located in the faculty sections of this document are relevant to students beginning their studies in 2014-2015, students commencing their UOIT studies during a different academic year should consult their faculty to ensure they are following the correct program map. i Message from President Tim McTiernan I am delighted to welcome you to the University of Ontario Institute of Technology (UOIT), one of Canada’s most modern and dynamic university communities. We are a university that lives by three words: challenge, innovate and connect. You have chosen a university known for how it helps students meet the challenges of the future. We have created a leading-edge, technology-enriched learning environment. We have invested in state-of-the-art research and teaching facilities. We have developed industry-ready programs that align with the university’s visionary research portfolio. UOIT is known for its innovative approaches to learning. In many cases, our undergraduate and graduate students are working alongside their professors on research projects and gaining valuable hands-on learning, which we believe is integral...
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...THIRD EDITI ----- --·-- --·-- - - -- - O N -- SU PP LY CH AI N MA NA GE ME NT Stra tegy , Plan ning , and Ope ratio n Sunil Chopra Kellogg Schoo l of Manag ement Northwestern University Peter Meindl Stanfo rd University PEAR SON --------Prentice I-I all Uppe r Saddl e River , New Jersey ·--· -- · - · - - - "ibrary of Congress Cataloging-in-Publication Data :::hopra, Sunil Supply chain management: strategy, planning, and operation I Sunil Chopra, >eter Meind!.-3rd ed. p. em. Includes bibliographical references and index. ISBN: 0-13-208608-5 1. Marketing channels-Managemen t. 2. Delivery of goods-Management. i. Physical distribution of goods-Management. 4. Customer servicesvfanagement. 5. Industrial procurement. 6. Materials management. I. vfeindl, Peter II. Title. HF5415.13.C533 2007 658.7-dc22 2006004948 \VP/Executive Editor: Mark Pfaltzgraff ii:ditorial Director: Jeff Shelstad ;enior Project Manager: Alana Bradley E:ditorial Assistant: Barbara Witmer Vledia Product Development Manager: Nancy Welcher \VP/Executive Marketing Manager: Debbie Clare Vlarketing Assistant: Joanna Sabella ;enior Managing Editor (Production): Cynthia Regan flroduction Editor: Melissa Feimer flermissions Supervisor: Charles Morris Vlanufacturing Buyer: Michelle Klein Vlanager, Print Production: Christy Mahon Composition/Full-Service Project Management: Karen Ettinger, TechBooks, Inc. flrinter/Binder: Hamilton Printing Company Inc. fypeface:...
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...Marketing Channel Strategy This page intentionally left blank Eighth Edition Marketing Channel Strategy Robert W. Palmatier University of Washington’s Foster School of Business Louis W. Stern Northwestern University’s Kellogg School of Management Adel I. El-Ansary University of North Florida’s Coggin College of Business Boston Columbus Indianapolis New York San Francisco Upper Saddle River Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montréal Toronto Delhi Mexico City São Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo Editor in Chief: Stephanie Wall Acquisitions Editor: Mark Gaffney Program Manager Team Lead: Ashley Santora Program Manager: Jennifer M. Collins Director of Marketing: Maggie Moylen Executive Marketing Manager: Anne Fahlgren Project Manager Team Lead: Judy Leale Project Manager: Thomas Benfatti Operations Specialist: Nancy Maneri Cover Designer: Suzanne Behnke Creative Director: Jayne Conte Digital Production Project Manager: Lisa Rinaldi Full Service Vendor: Integra Software Services Pvt. Ltd. Full Service Project Manager: Anandakrishnan Natarajan/Integra Software Services Printer/Binder: Courier/Westford Cover Printer: Lehigh-Phoenix Text Font: 10/12, ITC Garamond Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook appear on appropriate page within text (or on page xix). Copyright © 2015 Pearson Education, Inc., publishing as Prentice...
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...THIRD EDITI ----- --·-- --·-- - - -- - O N -- SU PP LY CH AI N MA NA GE ME NT Stra tegy , Plan ning , and Ope ratio n Sunil Chopra Kellogg Schoo l of Manag ement Northwestern University Peter Meindl Stanfo rd University --------Prentice I-I all Uppe r Saddl e River , New Jersey ·--· PEAR SON -- · - · - - - "ibrary of Congress Cataloging-in-Publication Data :::hopra, Sunil Supply chain management: strategy, planning, and operation I Sunil Chopra, >eter Meind!.-3rd ed. p. em. Includes bibliographical references and index. ISBN: 0-13-208608-5 1. Marketing channels-Managemen t. 2. Delivery of goods-Management. i. Physical distribution of goods-Management. 4. Customer servicesvfanagement. 5. Industrial procurement. 6. Materials management. I. vfeindl, Peter II. Title. HF5415.13.C533 2007 658.7-dc22 2006004948 \VP/Executive Editor: Mark Pfaltzgraff ii:ditorial Director: Jeff Shelstad ;enior Project Manager: Alana Bradley E:ditorial Assistant: Barbara Witmer Vledia Product Development Manager: Nancy Welcher \VP/Executive Marketing Manager: Debbie Clare Vlarketing Assistant: Joanna Sabella ;enior Managing Editor (Production): Cynthia Regan flroduction Editor: Melissa Feimer flermissions Supervisor: Charles Morris Vlanufacturing Buyer: Michelle Klein Vlanager, Print Production: Christy Mahon Composition/Full-Service Project Management: Karen Ettinger, TechBooks, Inc. flrinter/Binder: Hamilton Printing Company Inc. fypeface: 10/12 Times Ten Roman :::redits...
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...MIcroeconomics: Markets, Methods & Models Douglas Curtis and Ian Irvine | Version 2014/2015 $ ADAPTED OPEN TEXT FORMATIVE ONLINE ASSESSMENT COURSE SUPPLEMENTS COURSE LOGISTICS & SUPPORT a d v a n c i n g l e a r n i n g www.lyryx.com Copyright This work is licensed under a Creative Commons AttributionNonCommercial-NoDerivs 3.0 Unported License. http://creativecommons.org/licenses/by-nc-nd/3.0/deed.en_GB Douglas Curtis and Ian Irvine Edition 1.11 This edition is differentiated from the first edition solely by minor editorial adjustments. Content has not been altered. Microeconomics: Markets, Methods and Models About the Authors Doug Curtis is a specialist in macroeconomics. He is the author of twenty research papers on fiscal policy, monetary policy, and economic growth and structural change. He has also prepared research reports for Canadian industry and government agencies and authored numerous working papers. He completed his PhD at McGill University, and has held visiting appointments at the University of Cambridge and the University of York in the United Kingdom. His current research interests are monetary and fiscal policy rules, and the relationship between economic growth and structural change. He is Professor Emeritus of Economics at Trent University in Peterborough, Ontario, and Sessional Adjunct Professor at Queen’s University in Kingston, Ontario Ian Irvine is a specialist in microeconomics, public economics, economic inequality...
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...Course Technology’s Management Information Systems Instructor and Student Resources Introduction to IS/MIS Principles of Information Systems, Eighth Edition • Stair, Reynolds Fundamentals of Information Systems, Fourth Edition • Stair, Reynolds Management Information Systems, Sixth Edition • Oz Information Technology in Theory • Aksoy, DeNardis Office Applications in Business Problem-Solving Cases in Microsoft Access & Excel, Sixth Annual Edition • Brady, Monk Succeeding in Business Applications with Microsoft Office 2007 • Bast, Gross, Akaiwa, Flynn, et.al Succeeding in Business with Microsoft Office Excel 2007 • Gross, Akaiwa, Nordquist Succeeding in Business with Microsoft Office Access 2007 • Bast, Cygman, Flynn, Tidwell Databases Database Systems, Eighth Edition • Rob, Coronel Concepts of Database Management, Sixth Edition • Pratt, Adamski Data Modeling and Database Design • Umanath, Scamell A Guide to SQL, Seventh Edition • Pratt A Guide to MySQL • Pratt, Last Guide to Oracle 10g • Morrison, Morrison, Conrad Oracle 10g Titles Oracle9i Titles Enterprise Resource Planning Concepts in Enterprise Resource Planning, Third Edition • Monk, Wagner Data Communications Data Communications and Computer Networks: A Business User’s Approach, Fourth Edition • White Systems Analysis and Design Systems Analysis and Design in a Changing World, Fifth Edition • Satzinger, Jackson, Burd Object-Oriented Analysis and Design with the Unified Process • Satzinger, Jackson, Burd Systems Analysis and...
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...CONTENTS: CASE STUDIES CASE STUDY 1 Midsouth Chamber of Commerce (A): The Role of the Operating Manager in Information Systems CASE STUDY I-1 IMT Custom Machine Company, Inc.: Selection of an Information Technology Platform CASE STUDY I-2 VoIP2.biz, Inc.: Deciding on the Next Steps for a VoIP Supplier CASE STUDY I-3 The VoIP Adoption at Butler University CASE STUDY I-4 Supporting Mobile Health Clinics: The Children’s Health Fund of New York City CASE STUDY I-5 Data Governance at InsuraCorp CASE STUDY I-6 H.H. Gregg’s Appliances, Inc.: Deciding on a New Information Technology Platform CASE STUDY I-7 Midsouth Chamber of Commerce (B): Cleaning Up an Information Systems Debacle CASE STUDY II-1 Vendor-Managed Inventory at NIBCO CASE STUDY II-2 Real-Time Business Intelligence at Continental Airlines CASE STUDY II-3 Norfolk Southern Railway: The Business Intelligence Journey CASE STUDY II-4 Mining Data to Increase State Tax Revenues in California CASE STUDY II-5 The Cliptomania™ Web Store: An E-Tailing Start-up Survival Story CASE STUDY II-6 Rock Island Chocolate Company, Inc.: Building a Social Networking Strategy CASE STUDY III-1 Managing a Systems Development Project at Consumer and Industrial Products, Inc. CASE STUDY III-2 A Make-or-Buy Decision at Baxter Manufacturing Company CASE STUDY III-3 ERP Purchase Decision at Benton Manufacturing Company, Inc. CASE STUDY III-4 ...
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...U N I T E D N AT I O N S C O N F E R E N C E O N T R A D E A N D D E V E L O P M E N T WORLD INVESTMENT REPORT 2013 GLOBAL VALUE CHAINS: INVESTMENT AND TRADE FOR DEVELOPMENT New York and Geneva, 2013 ii World Investment Report 2013: Global Value Chains: Investment and Trade for Development NOTE The Division on Investment and Enterprise of UNCTAD is a global centre of excellence, dealing with issues related to investment and enterprise development in the United Nations System. It builds on four decades of experience and international expertise in research and policy analysis, intergovernmental consensusbuilding, and provides technical assistance to over 150 countries. The terms country/economy as used in this Report also refer, as appropriate, to territories or areas; the designations employed and the presentation of the material do not imply the expression of any opinion whatsoever on the part of the Secretariat of the United Nations concerning the legal status of any country, territory, city or area or of its authorities, or concerning the delimitation of its frontiers or boundaries. In addition, the designations of country groups are intended solely for statistical or analytical convenience and do not necessarily express a judgment about the stage of development reached by a particular country or area in the development process. The major country groupings used in this Report follow the classification of the United Nations Statistical Office. These are:...
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...U N I T E D N AT I O N S C O N F E R E N C E O N T R A D E A N D D E V E L O P M E N T WORLD INVESTMENT REPORT 2013 GLOBAL VALUE CHAINS: INVESTMENT AND TRADE FOR DEVELOPMENT New York and Geneva, 2013 ii World Investment Report 2013: Global Value Chains: Investment and Trade for Development NOTE The Division on Investment and Enterprise of UNCTAD is a global centre of excellence, dealing with issues related to investment and enterprise development in the United Nations System. It builds on four decades of experience and international expertise in research and policy analysis, intergovernmental consensusbuilding, and provides technical assistance to over 150 countries. The terms country/economy as used in this Report also refer, as appropriate, to territories or areas; the designations employed and the presentation of the material do not imply the expression of any opinion whatsoever on the part of the Secretariat of the United Nations concerning the legal status of any country, territory, city or area or of its authorities, or concerning the delimitation of its frontiers or boundaries. In addition, the designations of country groups are intended solely for statistical or analytical convenience and do not necessarily express a judgment about the stage of development reached by a particular country or area in the development process. The major country groupings used in this Report follow the classification of the United Nations Statistical Office. These are:...
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