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Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information

Amos Golan

Published in print:
2017
Published Online:
November 2017
ISBN:
9780199349524
eISBN:
9780199349555
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199349524.001.0001
Subject:
Economics and Finance, Econometrics

This book provides a framework for info-metrics—the science of modeling, inference, and reasoning under conditions of noisy and insufficient information. Info-metrics is an inherently ... More


Advanced Inference in the Real World

Amos Golan

in Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information

Published in print:
2017
Published Online:
November 2017
ISBN:
9780199349524
eISBN:
9780199349555
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199349524.003.0006
Subject:
Economics and Finance, Econometrics

In this chapter I continue the voyage into info-metrics in action, with an emphasis on more advanced info-metric inference in real-world environments. I develop a sequence of increasingly complex ... More


A Complete Info-Metrics Framework

Amos Golan

in Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information

Published in print:
2017
Published Online:
November 2017
ISBN:
9780199349524
eISBN:
9780199349555
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199349524.003.0009
Subject:
Economics and Finance, Econometrics

In this chapter I develop the complete info-metrics framework for inferring problems and theories under all types of uncertainty and missing information. That framework allows for uncertainty in the ... More


Introduction

Amos Golan

in Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information

Published in print:
2017
Published Online:
November 2017
ISBN:
9780199349524
eISBN:
9780199349555
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199349524.003.0001
Subject:
Economics and Finance, Econometrics

In this chapter I lay out the motivation for the info-metrics framework, dealing the science of modeling, inference, and reasoning under conditions of noisy and insufficient information, and the ... More


Causal Inference via Constraint Satisfaction

Amos Golan

in Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information

Published in print:
2017
Published Online:
November 2017
ISBN:
9780199349524
eISBN:
9780199349555
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199349524.003.0011
Subject:
Economics and Finance, Econometrics

In this chapter I introduce a number of ideas connected to causal inference that are inherently connected to info-metrics. In the context of this chapter, causal inference means the causality ... More


Info-Metrics and Statistical Inference: Discrete Problems

Amos Golan

in Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information

Published in print:
2017
Published Online:
November 2017
ISBN:
9780199349524
eISBN:
9780199349555
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199349524.003.0012
Subject:
Economics and Finance, Econometrics

This chapter is the first of a two-chapter sequence looking into the relationship between info-metrics and the more familiar statistical methods of inference, with an emphasis on ... More


New Applications Across Disciplines

Amos Golan

in Foundations of Info-Metrics: Modeling, Inference, and Imperfect Information

Published in print:
2017
Published Online:
November 2017
ISBN:
9780199349524
eISBN:
9780199349555
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199349524.003.0014
Subject:
Economics and Finance, Econometrics

In this chapter I provide four detailed, cross-disciplinary case studies, developed for this book. The case studies are from the medical sciences, political science, and finance. In each case, I ... More


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