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| The Classical Maximum Entropy Formalism: A Review | |
| Pure Inverse Problems | |
| Basic Maximum Entropy Principle: Formulation and Extensions | |
| Formulation and Solution of Pure Inverse Problems | |
| Generalized Pure Inverse Problems | |
| Linear Inverse Problems with Noise | |
| Generalized Maximum Entropy (GME) and Cross-Entropy (GCE) Formulations | |
| Finite Sample Extensions of GME-GCE | |
| General Linear Model Applications of GME-GCE | |
| GME-GCE Solutions to Ill-conditioned Problems | |
| General Linear Statistical Model with a Non-scalar Identity Covariance Matrix Statistical Model Selection | |
| A System of Economic Statistical Relations | |
| Sets of Linear Statistical Models | |
| Simultaneous Equations Statistical Model | |
| Linear and Non-Linear Dynamic Systems | |
| Estimation and Inference of Dynamic Linear Inverse Problems | |
| Linear and Non-linear Dynamic Systems with Control | |
| Discrete Choice-Censored Problems | |
| Recovering Information from Multinomial Response Data | |
| Recovering Information from Censored Response Data | |
| Computational Notes | |
| Computing GME-GCE Solutions | |
| Epilogue | |
| Selected Reading | |
| Index | |
| Table of Contents provided by Publisher. All Rights Reserved. |
