Prediction and Causality in Econometrics and Related Topics
Language: en
Pages: 691
Authors: Nguyen Ngoc Thach
Categories: Technology & Engineering
Type: BOOK - Published: 2021-07-26 - Publisher: Springer Nature

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This book provides the ultimate goal of economic studies to predict how the economy develops—and what will happen if we implement different policies. To be ab
Causation, Prediction, and Search
Language: en
Pages: 551
Authors: Peter Spirtes
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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This book is intended for anyone, regardless of discipline, who is interested in the use of statistical methods to help obtain scientific explanations or to pre
The Effect
Language: en
Pages: 646
Authors: Nick Huntington-Klein
Categories: Business & Economics
Type: BOOK - Published: 2021-12-20 - Publisher: CRC Press

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Extensive code examples in R, Stata, and Python Chapters on overlooked topics in econometrics classes: heterogeneous treatment effects, simulation and power ana
Recent Advances and Future Directions in Causality, Prediction, and Specification Analysis
Language: en
Pages: 582
Authors: Xiaohong Chen
Categories: Business & Economics
Type: BOOK - Published: 2012-08-01 - Publisher: Springer Science & Business Media

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This book is a collection of articles that present the most recent cutting edge results on specification and estimation of economic models written by a number o
Elements of Causal Inference
Language: en
Pages: 289
Authors: Jonas Peters
Categories: Computers
Type: BOOK - Published: 2017-11-29 - Publisher: MIT Press

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A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning. The mathematization of causality is