Data Mining Third Edition This page intentionally left blank Data Mining Practical Machine Learning Tools and Techniques Third Edition Ian H. Witten Eibe Frank Mark A. Hall AMSTERDAM • BOSTON • HEIDELBERG • LONDON NEW YORK • OXFORD • PARIS • SAN DIEGO SAN FRANCISCO • SINGAPORE • SYDNEY • TOKYO Morgan Kaufmann Publishers is an imprint of Elsevier Morgan Kaufmann Publishers is an imprint of Elsevier 30 Corporate Drive, Suite 400, Burlington, MA 01803, USA This book is printed
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and New Zealand are increasingly linked to the fast growing region of Asia through trade, capital and wealth flows. We also believe that people want a bank that understands their specific needs, and increasingly can meet these needs in more than one market through a variety of means. ANZ is particularly focused on the significant organic growth opportunities which exist within the Asia Pacific region and our distinctive Asia Pacific footprint sees us uniquely positioned to meet the needs of
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FUNDAMENTALS OF Corporate Finance SECOND EDITION This page intentionally left blank FUNDAMENTALS OF Corporate Finance SECOND EDITION Jonathan Berk STANFORD UNIVERSITY Peter DeMarzo STANFORD UNIVERSITY Jarrad Harford UNIVERSITY OF WASHINGTON Prentice Hall Boston Columbus Indianapolis New York San Francisco Upper Saddle River Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei
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REPUBLIC OF GHANA THE BUDGET STATEMENT AND ECONOMIC POLICY of the GOVERNMENT OF GHANA for the 2015 FINANCIAL YEAR presented to PARLIAMENT on WEDNESDAY, 19TH NOVEMBER 2014 by SETH E. TERKPER Minister for Finance on the Authority of HIS EXCELLENCY PRESIDENT JOHN DRAMANI MAHAMA Theme: “Transformational Agenda: Securing the Bright Medium Term Prospects of the Economy ’’ THE 2015 BUDGET STATEMENT AND ECONOMIC POLICY ~ ii ~ Theme: “Transformational Agenda: Securing the Bright Medium Term
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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:
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THE JOURNAL OF FINANCE • VOL. LVI, NO. 4 • AUGUST 2001 Investor Psychology and Asset Pricing DAVID HIRSHLEIFER* ABSTRACT The basic paradigm of asset pricing is in vibrant f lux. The purely rational approach is being subsumed by a broader approach based upon the psychology of investors. In this approach, security expected returns are determined by both risk and misvaluation. This survey sketches a framework for understanding decision biases, evaluates the a priori arguments and the capital
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SU S AIN T ABI LI I M PA C T E EC ON OMIC S O CI A L & EN D R . R E D D Y ’ S L A B O R AT O R I E S L I M I T E D | A N N U A L R E P O R T | 2 0 0 9 – 1 0 RO VI V NM EN TA L • T Y • TI SI PO C R E AT I N G A C ONTENTS 24 MANAGEMENT DISCUSSION AND ANALYSIS 42 BOARD OF DIRECTORS 45 MANAGEMENT COUNCIL 72 DIRECTORS’ REPORT 2 CHAIRMAN’S LETTER 46 CORPORATE GOVERNANCE 89 IGAAP STANDALONE FINANCIALS 4 KEY HIGHLIGHTS
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Enablers of Exuberance Jennifer S. Taub Sept. 4, 2009 DISCUSSION DRAFT Enablers of Exuberance: Legal Acts and Omissions that Facilitated the Global Financial Crisis Jennifer S. Taub1 I. Introduction This paper explores certain legal acts and omissions that facilitated the over-leveraging and near collapse of the global financial system. These ―Legal Enablers‖ fostered the boom that enriched a class of financial intermediaries who followed a storied tradition of gambling away ―other people‘s money
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D’AFFAIRES AJUSTÉ PAR ZONE GÉOGRAPHIQUE 2012 2013 2012 2014 2013 2014 2012 Reste du Monde 9,6 % Royaume-Uni 11,8 % Asie-Pacifique 23,3 % CHIFFRE D’AFFAIRES AJUSTÉ PAR ACTIVITÉ Administration et informatique 16% Vente et Marketing 19% * Hors France et Royaume-Uni Marge opérationnelle 2014 par activité Marge opérationnelle 2014 par activité 2 813,3 Chiffre d'affaires 2014 par zone géographique 2 676,2 2 813,3 602,2 623,6 Femmes 54% 602,2 Rest of the World
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1 2 1 2 3 4 3 5 6 7 8 Copyright 2010 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part. Due to electronic rights, some third party content may be suppressed from the eBook and/or eChapter(s). Editorial review has deemed that any suppressed content does not materially affect the overall learning experience. Cengage Learning reserves the right to remove additional content at any time if subsequent rights restrictions require it. NAKAMA 1
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