| Preface |
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xiii | |
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1 | (6) |
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1 | (1) |
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2 | (1) |
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3 | (1) |
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The Most Important Limitations |
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3 | (1) |
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Resolving the Limitations of Mean-Variance Optimization |
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4 | (1) |
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Illustrating the Techniques |
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5 | (2) |
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Chapter 2: Classic Mean-Variance Optimization |
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7 | (16) |
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Portfolio Risk and Return |
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7 | (2) |
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Defining Markowitz Efficiency |
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9 | (1) |
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9 | (1) |
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The Residual Risk-Return Efficient Frontier |
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10 | (1) |
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10 | (1) |
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Asset Allocation versus Equity Portfolio Optimization |
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11 | (2) |
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A Global Asset Allocation Example |
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13 | (3) |
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Reference Portfolios and Portfolio Analysis |
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16 | (1) |
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Return Premium Efficient Frontiers |
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16 | (4) |
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Appendix: Mathematical Formulation of Mean-Variance Efficiency |
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20 | (3) |
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Chapter 3: Traditional Criticisms and Alternatives |
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23 | (10) |
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Alternative Measures of Risk |
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23 | (2) |
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Utility Function Optimization |
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25 | (1) |
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Multiperiod Investment Horizons |
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26 | (3) |
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Asset-Liability Financial Planning Studies |
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29 | (2) |
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Linear Programming Optimization |
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31 | (2) |
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Chapter 4: Understanding Mean-Variance Efficiency |
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33 | (8) |
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The Fundamental Limitations of Mean-Variance Efficiency |
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33 | (2) |
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Repeating Jobson and Korkie |
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35 | (1) |
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Implications of Jobson and Korkie Analysis |
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36 | (1) |
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The Statistical Character of Mean-Variance Efficiency |
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36 | (1) |
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Efficient Frontier Variance |
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36 | (1) |
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The Statistical Equivalence Region |
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37 | (2) |
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A Practical Investment Tool? |
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39 | (2) |
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Chapter 5: Portfolio Review and Mean-Variance Efficiency |
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41 | (8) |
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Portfolio Review and Statistical Inference |
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41 | (1) |
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Tests of Asset Pricing Models |
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41 | (1) |
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42 | (1) |
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A Sample Acceptance Region |
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42 | (3) |
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Statistical Inference for a Target Efficient Portfolio |
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45 | (1) |
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Rank-Associated Efficient Portfolios |
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45 | (4) |
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Chapter 6: Portfolio Analysis and the Resampled Efficient Frontier |
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49 | (22) |
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Conceptual Portfolio Statistical Analysis |
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49 | (1) |
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Efficient Portfolio Statistical Analysis |
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49 | (6) |
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The Resampled Efficient Frontier |
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55 | (1) |
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True and Estimated Optimization Inputs |
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56 | (1) |
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Testing Resampled Efficiency |
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56 | (4) |
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Properties of Resampled Efficient Frontiers |
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60 | (1) |
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Resampled Efficient Frontier Range |
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61 | (1) |
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61 | (1) |
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62 | (1) |
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Appendix: Resampled Efficiency Tests and Alternatives |
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63 | (8) |
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Chapter 7: Portfolio Revision and Confidence Regions |
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71 | (12) |
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Confidence Intervals and Regions |
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71 | (1) |
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Resampled Efficiency and Distance Functions |
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72 | (1) |
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Resampled Efficient Frontier Confidence Regions |
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73 | (2) |
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Simultaneous Confidence Intervals |
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75 | (1) |
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Examples of Simultaneous Confidence Intervals |
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76 | (1) |
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Ambiguity and Portfolio Efficiency |
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77 | (2) |
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79 | (1) |
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Appendix A: Confidence Region for the Sample Mean Vector |
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80 | (1) |
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Appendix B: Computing Confidence Regions and Simultaneous Intervals |
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81 | (2) |
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Chapter 8: Input Estimation and Stein Estimators |
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83 | (18) |
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84 | (1) |
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Bayesian Procedures and Priors |
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84 | (1) |
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85 | (1) |
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85 | (1) |
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James-Stein Mean-Variance Efficiency |
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86 | (4) |
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James-Stein Estimator Test of Resampled and Mean-Variance Efficiency |
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90 | (3) |
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93 | (1) |
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94 | (2) |
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Stein Covariance Estimation |
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96 | (1) |
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Forecasting Stock Risk and Return |
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97 | (1) |
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Utility Functions and Input Estimation |
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97 | (1) |
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98 | (1) |
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98 | (1) |
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Appendix: Ledoit Covariance Estimation |
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99 | (2) |
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Chapter 9: Benchmark Active Asset Allocation |
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101 | (14) |
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Benchmark-Relative Active Asset Allocation |
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102 | (3) |
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Implied-Return Asset Allocation |
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105 | (4) |
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Comparing Implied-Return and Benchmark-Relative Frontiers |
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109 | (1) |
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Scaling and Implied Returns |
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109 | (3) |
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112 | (1) |
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113 | (2) |
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Chapter 10: Investment Policy and Economic Liabilities |
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115 | (12) |
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Misusing Mean-Variance Efficiency |
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115 | (1) |
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Economic Liability Models |
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116 | (1) |
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An Example: Endowment Fund Investment Policy |
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117 | (1) |
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Pension Liabilities and Benchmark Optimization |
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117 | (1) |
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Limitations of Actuarial Liability Estimation |
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118 | (2) |
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Economic Significance of Variable Liabilities |
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120 | (1) |
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Economic Characteristics of Variable Liabilities |
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121 | (1) |
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An Example: Economic Liability Pension Investment Policy |
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122 | (4) |
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126 | (1) |
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Chapter 11: Return Forecasts and Mixed Estimation |
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127 | (6) |
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Asset Allocation and Ad Hoc Inputs |
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127 | (1) |
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Mixed Estimation Forecasts |
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128 | (1) |
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Mixed Estimation Asset Allocation Inputs |
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128 | (1) |
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Index-Relative Active Asset Allocation |
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128 | (2) |
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130 | (1) |
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Equity Return Forecasts and Mixed Estimation |
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130 | (3) |
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Chapter 12: Avoiding Optimization Errors |
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133 | (8) |
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133 | (2) |
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135 | (1) |
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135 | (1) |
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135 | (1) |
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Biased Portfolio Characteristics |
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136 | (1) |
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Index Funds and Optimizers |
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137 | (1) |
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138 | (1) |
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Forecast Return Limitations |
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139 | (1) |
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140 | (1) |
| Epilogue |
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141 | (2) |
| Bibliography |
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143 | (6) |
| Index |
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149 | |