Analytics and Modern Warfare Dominance by the Numbers
This book details very simply and for even the most novice of potential analysts not only how to perform analytics which describe what is happening, predict what is going to happen, and optimize responses, but also places these analytics in the context of
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10.1057/9781137407870 - Analytics and Modern Warfare, Michael Taillard
Copyright material from www.palgraveconnect.com - licensed to New York University - Waldmann Dental Library - PalgraveConnect - 2015-05-17
Analytics and Modern Warfare
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10.1057/9781137407870 - Analytics and Modern Warfare, Michael Taillard
Copyright material from www.palgraveconnect.com - licensed to New York University - Waldmann Dental Library - PalgraveConnect - 2015-05-17
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Dominance by the Numbers Michael Taillard
10.1057/9781137407870 - Analytics and Modern Warfare, Michael Taillard
Copyright material from www.palgraveconnect.com - licensed to New York University - Waldmann Dental Library - PalgraveConnect - 2015-05-17
Analytics and Modern Warfare
analytics and modern warfare
Copyright © Michael Taillard, 2014. First published in 2014 by PALGRAVE MACMILLAN® in the United States—a division of St. Martin’s Press LLC, 175 Fifth Avenue, New York, NY 10010. Where this book is distributed in the UK, Europe and the rest of the world, this is by Palgrave Macmillan, a division of Macmillan Publishers Limited, registered in England, company number 785998, of Houndmills, Basingstoke, Hampshire RG21 6XS. Palgrave Macmillan is the global academic imprint of the above companies and has companies and representatives throughout the world. Palgrave® and Macmillan® are registered trademarks in the United States, the United Kingdom, Europe and other countries. ISBN: 978–1–137–39563–4 Library of Congress Cataloging-in-Publication Data Taillard, Michael, 1982– Analytics and modern warfare : dominance by the numbers / Michael Taillard. pages cm Includes bibliographical references and index. ISBN 978–1–137–39563–4 (hardback) 1. Military art and science—Forecasting. 2. Mathematical statistics. I. Title. U163.T35 2014 355.0201951—dc23
2014024357
A catalogue record of the book is available from the British Library. Design by Newgen Knowledge Works (P) Ltd., Chennai, India. First edition: December 2014 10 9 8 7 6 5 4 3 2 1
10.1057/9781137407870 - Analytics and Modern Warfare, Michael Taillard
Copyright material from www.palgraveconnect.com - licensed to New York University - Waldmann Dental Library - PalgraveConnect - 2015-05-17
All rights reserved.
List of Figures and Tables
vii
Preface
ix
Acknowledgments
xiii
Introduction
1 Part I Descriptive Analytics
Chapter 1
Descriptive Statistics
11
Chapter 2
Modeling
23
Chapter 3
Comparative Assessments
37
Chapter 4
Data Diagnostics
47
Chapter 5
Challenges and Limitations
61
Chapter 6
Suggestions for Future Research
65
Part II Predictive Analytics Chapter 7
Probability Modeling
73
Chapter 8
Correlative and Regression Analyses
83
Chapter 9
Geospatial Intelligence
93
Chapter 10 Challenges and Limitations
103
Chapter 11 Sugg
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