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Private Real Estate Investment
Data Analysis and Decision Making
Roger J. Brown, PhD Director of Research
Real Estate and Land Use Institute San Diego State University
San Diego, California
Amsterdam Boston Heidelberg London New York Oxford Paris San Diego San Francisco Singapore Sydney Tokyo
Elsevier Academic Press
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Library of Congress Cataloging-in-Publication Data
British Library Cataloguing in Publication Data
ISBN: 0-12-137751-2
ISBN: 0-12-088532-8 (CD-ROM)
For all information on all Academic Press publications visit our Web site at www.academicpress.com
Printed in the United States of America
04 05 06 07 08 09 9 8 7 6 5 4 3 2 1
CONTENTS
Preface xiii Acknowledgements xix
1. Why Location Matters: The Bid Rent Surface and Theory of Rent Determination
Introduction 1 Classical Location Theory 2 Notation Guide 2 The Model 3 Example #1—Two Competing Users in the Same Industry 3 Example #2—Several Competing Users in Different Industries 5
Is the Bid Rent Curve Linear? 7 Empirical Verification 8 An Economic Topographical Map 12 Relaxing the Assumptions 13 A Window to the Future 16 References 17
2. Land Use Regulation
Introduction 19 Who Shall Decide—The Problem of Externalities 20 The Idea of Utility 23 The Model 24 Optimization and Comparative Statics 27 A Graphic Illustration 28 Implications 32 A Case Study in Aesthetic Regulation 32
vii
viii
Conclusion References
Appendix: Comparative Statics for Chapter 2
Contents
36 37
37
3. The ‘‘Rules of Thumb’’: Threshold Performance Measures for Real Estate Investment
Introduction 39 Threshold Performance Measures 40 A General Caution 42
The Gross Rent Multiplier (GRM) 43 What Not to Do 44 What Should be Done 45 Capitalization Rate (CR) 49 The Three Bad Assumptions 49 Capitalization Rate and Discounted Cash Flow Analysis 50 Monotonic Growth 52 The Expense Ratio and the ‘‘Honest’’ Capitalization Rate 54 The Normal Approach to Data 56 Questioning the Assumption of Normality 60 The Stable Approach to Data 62 Linear Relationships 62 Linear Transformations 64 Spurious Relationships 64 Cash-on-Cash Return (C/C) 67 Price Per Unit (PPU) 67 Other Data Issues 71 References 72
4. Fundamental Real Estate Analysis
Introduction 73 The Role of Computational Aids 73 Deterministic Variables of Discounted Cash Flow Analysis 75 Single Year Relationships and Project Data 76 Multi-Year Relationships 78 Sale Variables Relationships 79 The Net Present Value 81 Insight into the Analysis 82 An Illustration of Bargaining 87 Another Growth Function 90 Data Issues 93 Conclusion 98 References 98
Contents ix
5. Chance: Risk in General
Introduction 99 Objective and Subjective Risk 100 Games of Chance and Risk Bearing 101 The Utility Function Revisited 104 The ‘‘Certainty Equivalent’’ Approach 107 Multiple (More than Two) Outcomes 111 The Continuous Normal Case 112 Conclusion 116 References 117
6. Uncertainty: Risk in Real Estate
Introduction 119 Non-normality—How and Where Does it Fit? 119 The Continuous Stable Case 121 Producing a Stable pdf 123 Still More Distributions? 126 Enter Real Estate 127 Determinism 128 Determinism and House Prices 131 Determinism and Real Estate Investment 135 Risk and Uncertainty 138 Rolling the Dice 141 Real Estate—The ‘‘Have it Your Way’’ Game 145 The Payoff 147 Data Issues 150 Conclusion 152 References 153
7. The Tax Deferred Exchange
Introduction 157 Taxes are Less Certain for Real Estate Investors 158 Variable Definitions 160 The Structure of the Examples 161 The Base Case: Purchase–Hold–Sell 162 Example 1—Modifying the Growth Projection 163 Example 2—The Tax Deferred Exchange Strategy 167 Exchange Variable Definitions 168 The Value of Tax Deferral 173 The Sale-and-Repurchase Strategy: Tax Deferral as a Risk Modifier 176 The Sale-and-Better-Repurchase Strategy: The Cost of Exchanging 178
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