...implication of a simple theory, as opposed to inferring causality. I have found that spending time talking about these examples, in place of a formal review of probability and statistics, is more successful (and more enjoyable for the students and me). 3 CHAPTER 2 TEACHING NOTES This is the chapter where I expect students to follow most, if not all, of the algebraic derivations. In class I like to derive at least the unbiasedness of the OLS slope coefficient, and usually I derive the variance. At a minimum, I talk about the factors affecting the variance. To simplify the notation, after I emphasize the assumptions in the population model, and assume random sampling, I just condition on the values of the explanatory variables in the sample. Technically, this is justified by random...
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...the implication of a simple theory, as opposed to inferring causality. I have found that spending time talking about these examples, in place of a formal review of probability and statistics, is more successful (and more enjoyable for the students and me). 3 CHAPTER 2 TEACHING NOTES This is the chapter where I expect students to follow most, if not all, of the algebraic derivations. In class I like to derive at least the unbiasedness of the OLS slope coefficient, and usually I derive the variance. At a minimum, I talk about the factors affecting the variance. To simplify the notation, after I emphasize the assumptions in the population model, and assume random sampling, I just condition on the values of the explanatory variables in the sample. Technically, this is justified by random sampling...
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...Scheme and Syllabus of B.E. (Computer Science and Engineering) 3 rd th TO 8 Semester 2014-2015 University Institute of Engineering and Technology, Panjab University, Chandigarh DEPARTMENT: COMPUTER SCIENCE AND ENGINEERING VISION: To be recognized as an international leader in Computer Science and Engineering education and research to benefit society globally. MISSION: · · · · To move forward as frontiers of human knowledge to enrich the citizen, the nation, and the world. To excel in research and innovation that discovers new knowledge and enables new technologies and systems. To develop technocrats, entrepreneurs, and business leaders of future who will strive to improve the quality of human life. To create world class computing infrastructure for the enhancement of technical knowledge in field of Computer Science and Engineering. PROGRAMME: B.E. CSE (UG PROGRAMME) PROGRAMME EDUCATIONAL OBJECTIVES: I. Graduates will work as software professional in industry of repute. II. Graduates will pursue higher studies and research in engineering and management disciplines. III. Graduates will work as entrepreneurs by establishing startups to take up projects for societal and environmental cause. PROGRAMME OUTCOMES: A. Ability to effectively apply knowledge of computing, applied sciences and mathematics to computer science & engineering problems. B. Identify, formulate, research literature, and analyze complex computer science & engineering problems reaching substantiated conclusions...
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...EngineeringBachelor of Information Systems (Hons) Business Information Systems FSCBachelor of Science (Hons) Biotechnology (BT)Bachelor of Science (Hons) Logistics and International Shipping | 3. | Year of Study | Flexi structure | 4. | Year and Trimester: | 201601 | 5. | Credit Hour | 3 credit hours | 6. | Lecturing hours and Tutoring hours | 2 hours lecture per week for the duration of 14 weeks1.5 hours tutorial per week for the duration of 14 weeks | 7. | Lecturer: | Lead Lecturer:Ms. Norhayati Bt Md Isa (norhayatim@utar.edu.my)Co-lecturer:Ms. Lim Yong Hooi (limyh@utar.edu.my) | 8. | Tutors: | FBF/FICT/FSCMs. Lim Yong Hooi (limyh@utar.edu.my) Ms. Cheah Ching Mun (cheahcm@utar.edu.my)Ms. Seow Ai Na (seowan@utar.edu.my)Ms. Norhayati Bt Md Isa (norhayatim@utar.edu.my) | 9. | Moderator | Ms. Lai Ka Fei | 10. | Mode of Delivery: | Lecture and Tutorial | 11. | Objective: | To enable students to understand the impact that individuals, groups/teams and structure have on behaviour within organisations for the purpose of improving an organisation’s effectiveness. | 12. | Learning Outcome: | Upon completion of this unit, students should be able to 1. Identify and explain the determinants of behaviour in organisations. 2. Explain the basic model of individual behaviour and the various stable & mercurial characteristics of individual. 3. Recognize the basic model of team effectiveness, specific...
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...CPS 230 DESIGN AND ANALYSIS OF ALGORITHMS Fall 2008 Instructor: Herbert Edelsbrunner Teaching Assistant: Zhiqiang Gu CPS 230 Fall Semester of 2008 Table of Contents 1 I 2 3 4 5 Introduction D ESIGN T ECHNIQUES Divide-and-Conquer Prune-and-Search Dynamic Programming Greedy Algorithms First Homework Assignment S EARCHING 3 4 5 8 11 14 17 18 19 22 26 29 33 34 35 38 41 44 IV 13 14 15 16 G RAPH A LGORITHMS Graph Search Shortest Paths Minimum Spanning Trees Union-Find Fourth Homework Assignment T OPOLOGICAL A LGORITHMS 17 18 19 Geometric Graphs Surfaces Homology Fifth Homework Assignment G EOMETRIC A LGORITHMS 20 21 22 Plane-Sweep Delaunay Triangulations Alpha Shapes Sixth Homework Assignment NP-C OMPLETENESS 23 24 25 Easy and Hard Problems NP-Complete Problems Approximation Algorithms Seventh Homework Assignment 45 46 50 53 56 60 61 62 65 68 72 73 74 77 81 84 85 86 89 92 95 V II 6 7 8 9 Binary Search Trees Red-Black Trees Amortized Analysis Splay Trees Second Homework Assignment P RIORITIZING VI III 10 11 12 Heaps and Heapsort Fibonacci Heaps Solving Recurrence Relations Third Homework Assignment VII 2 1 Introduction Meetings. We meet twice a week, on Tuesdays and Thursdays, from 1:15 to 2:30pm, in room D106 LSRC. Communication. The course material will be delivered in the two weekly lectures. A written record of the lectures will be available on the web, usually a day after the lecture. The web also contains other information...
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... . . . . . . . . . . . . Linear Programming 9. Solving Systems of Linear Inequalities . . . . . . . . . . . . . . 10. Geometric Method for Solving Linear Programming Problems 11. Simplex Method for Solving Linear Programming Problems . 12. The Dual Problem: Minimization with ≥ Constraints . . . . . Counting Principles, Permuations, and 13. Sets . . . . . . . . . . . . . . . . . . 14. Counting Principles . . . . . . . . . 15. Permutations and Combinations . . . . . . 5 5 12 19 26 . . . . 34 34 42 53 62 . . . . 69 69 77 86 97 Combinations 106 . . . . . . . . . . . . . . . 106 . . . . . . . . . . . . . . . 117 . . . . . . . . . . . . . . . 123 Probability 129 16. Sample Spaces, Events, and Probability . . . . . . . . . . . . . 129 17. Probability of Unions and Intersections; Odds . . . . . . . . . . 141 18. Conditional Probability and Independent Events . . . . . . . . 148 19. Conditional Probability and Bayes’ Formula . . . . . . . . . . ....
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...CHAPTER 6 Specification: Choosing the Independent Variables 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 Omitted Variables Irrelevant Variables An Illustration of the Misuse of Specification Criteria Specification Searches Lagged Independent Variables An Example of Choosing Independent Variables Summary and Exercises Appendix: Additional Specification Criteria Before any equation can be estimated, it must be completely specified. Specifying an econometric equation consists of three parts: choosing the correct independent variables, the correct functional form, and the correct form of the stochastic error term. A specification error results when any one of these choices is made incorrectly. This chapter is concerned with only the first of these, choosing the variables; the second and third will be taken up in later chapters. That researchers can decide which independent variables to include in regression equations is a source of both strength and weakness in econometrics. The strength is that the equations can be formulated to fit individual needs, but the weakness is that researchers can estimate many different specifications until they find the one that “proves” their point, even if many other results disprove it. A major goal of this chapter is to help you understand how to choose variables for your regressions without falling prey to the various errors that result from misusing the ability to choose. The primary consideration in deciding if an independent variable belongs in an...
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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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...Verbal Communication From Chapter 5 of Human Communication in Society, Third Edition. Jess K. Alberts, Thomas K. Nakayama, Judith N. Martin. Copyright © 2013 by Pearson Education, Inc. All rights reserved. 87 Verbal Communication chapter outline The ImporTance of Verbal communIcaTIon Language and Perception Language and Power Power and Words Power and Accent Power and Identity Labels WhaT Is Verbal communIcaTIon? Functions of Language Components of Language Influences on Verbal communIcaTIon Gender Age Regionality Ethnicity and Race Education and Occupation eThIcs and Verbal communIcaTIon Hate Speech Confirming and Disconfirming Communication ImproVIng your Verbal communIcaTIon skIlls “I” Statements Become Aware of the Power of Language The IndIVIdual, Verbal communIcaTIon, and socIeTy 88 “ The verbal elements of communication are the foundation on which meaning is created. When I took a trip to Britain, I thought people would speak with a “British accent.” I didn’t realize that there are many different accents and the differences are not just pronunciation, but also vocabulary. In order to get my message across, I learned to avoid using slang words as much as I could. I didn’t realize how much American slang I use in my everyday speech! Despite the many different ways of speaking English across the UK, I felt the way that I speak English made me stick out as an American. W hen we think of “communication...
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...Free Software, Free Society: Selected Essays of Richard M. Stallman Introduction by Lawrence Lessig Edited by Joshua Gay GNU Press www.gnupress.org Free Software Foundation Boston, MA USA First printing, first edition. Copyright © 2002 Free Software Foundation, Inc. ISBN 1-882114-98-1 Published by the Free Software Foundation 59 Temple Place Boston, MA Tel: 1-617-542-5942 Fax: 1-617-542-2652 Email: gnu@gnu.org Web: www.gnu.org GNU Press is an imprint of the FSF. Email: press@gnu.org Web: www.gnupress.org Please contact the GNU Press for information regarding bulk purchases for classroom or user group use, reselling, or any other questions or comments. Original artwork by Etienne Suvasa. Cover design by Jonathan Richard. Permission is granted to make and distribute verbatim copies of this book provided the copyright notice and this permission notice are preserved on all copies. Permission is granted to copy and distribute translations of this book into another language, from the original English, with respect to the conditions on distribution of modified versions above, provided that it has been approved by the Free Software Foundation. i Short Contents Editor’s Note . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 A Note on Software . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Topic Guide . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ....
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...Supply Chain Management and Advanced Planning Hartmut Stadtler ´ Christoph Kilger (Eds.) Supply Chain Management and Advanced Planning Concepts, Models, Software and Case Studies Third Edition With 173 Figures and 56 Tables 12 Professor Dr. Hartmut Stadtler FG Produktion und Supply Chain Management FB Rechts- und Wirtschaftswissenschaften TU Darmstadt Hochschulstraûe 1 64289 Darmstadt Germany stadtler@bwl.tu-darmstadt.de Dr. Christoph Kilger j&m Management Consulting AG Kaiserringforum Willy-Brandt-Platz 5 68161 Mannheim Germany christoph.kilger@jnm.de Cataloging-in-Publication Data Library of Congress Control Number: 2004110194 ISBN 3-540-22065-8 Springer Berlin Heidelberg New York ISBN 3-540-43450-X 2nd edition Springer Berlin Heidelberg New York This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current version, and permission for use must always be obtained from Springer-Verlag. Violations are liable for prosecution under the German Copyright Law. Springer is a part of Springer Science+Business Media springeronline.com ° Springer Berlin ´ Heidelberg 2000, 2002, 2005 Printed...
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...This page intentionally left blank Download at www.Pin5i.Com Essentials of Systems Analysis and Design Download at www.Pin5i.Com Editorial Director: Sally Yagan Editor in Chief: Eric Svendsen Executive Editor: Bob Horan Editorial Assistant: Ashlee Bradbury Director of Marketing: Patrice Lumumba Jones Executive Marketing Manager: Anne Fahlgren Senior Managing Editor: Judy Leale Production Project Manager: Kelly Warsak Senior Operations Supervisor: Arnold Vila Operations Specialist: Cathleen Petersen Creative Director: Blair Brown Senior Art Director/Design Supervisor: Janet Slowik Text Designer: Michael Fruhbeis Creative Director/Cover: Jayne Conte Cover Designer: Suzanne Duda Cover Art: Fotolia/3d mosaic/©Redshinestudio Manager, Rights and Permissions: Hessa Albader Media Project Manager: Lisa Rinaldi Media Editor: Denise Vaughn Full-Service Project Management: Tiffany Timmerman/S4Carlisle Publishing Services Composition: S4Carlisle Publishing Services Printer/Binder: Courier/Kendallville Cover Printer: Lehigh-Phoenix Color/Hagerstown Text Font: ITCCentury Book Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook appear on appropriate page within text. Microsoft® and Windows® are registered trademarks of the Microsoft Corporation in the U.S.A. and other countries. Screen shots and icons reprinted with permission from the Microsoft Corporation. This book is not sponsored or endorsed by or affiliated with the Microsoft...
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...___________________________ LIVING HISTORY Hillary Rodham Clinton Simon & Schuster New York • London • Toronto • Sydney • Singapore To my parents, my husband, my daughter and all the good souls around the world whose inspiration, prayers, support and love blessed my heart and sustained me in the years of living history. AUTHOR’S NOTE In 1959, I wrote my autobiography for an assignment in sixth grade. In twenty-nine pages, most half-filled with earnest scrawl, I described my parents, brothers, pets, house, hobbies, school, sports and plans for the future. Forty-two years later, I began writing another memoir, this one about the eight years I spent in the White House living history with Bill Clinton. I quickly realized that I couldn’t explain my life as First Lady without going back to the beginning―how I became the woman I was that first day I walked into the White House on January 20, 1993, to take on a new role and experiences that would test and transform me in unexpected ways. By the time I crossed the threshold of the White House, I had been shaped by my family upbringing, education, religious faith and all that I had learned before―as the daughter of a staunch conservative father and a more liberal mother, a student activist, an advocate for children, a lawyer, Bill’s wife and Chelsea’s mom. For each chapter, there were more ideas I wanted to discuss than space allowed; more people to include than could be named; more places visited than could be described...
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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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...Page No. 2 Index Swachh Bharat Mission FEB & MARCH, 2015 AUGUST, 2012 Page No. 4 Insurance Sector In India Page No. 5 Bharat Ratna Award Designed by: Chandan Kumar “Raja” For Advertisement Contact at : 9958790414 Join us at Facebook: https://www.facebook.com/iasexamportal Follow us at Twitter: https://twitter.com/iasexamportal CURRENT AFFAIRS National Issues International Issues India & the World Economy Science and Technology Sports Awards & Prizes In The News 6 14 20 23 39 51 58 64 Disclaimer: Editor and Publisher are not responsible for any view, data, figure etc. expressed in the articles by the author(s). Maps are notational . All Disputes are subject to the exclusive jurisdiction of competent courts and fourms in Delhi/New Delhi only. Selected Articles from Various Newspapers & Journals Page No. 67 91 Cyberspace Page No. 93 Regional Rural Banks The Mauryan Empire Model Paper G.S. Paper I 94 117 Join Online Coaching For IAS Pre & Mains Exams http://iasexamportal.com/civilservices/courses Project Mausam and Maritime Silk Route SWACHH BHARAT MISSION Throughout the world around 2.5 billion people do not have toilets to use, out of those 250 crore people 65 crore live in India alone. In order to solve this big challenge government of India has launched “Swachh Bharat Mission” on the birth anniversary of Mahatma Gandhi and former Prime Minister Lal Bahadur Shastri...
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