Foundations of Agnostic Statistics

Foundations of Agnostic Statistics

by Peter M. Aronow, Benjamin T. Miller

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Product Details

ISBN-13: 9781316832738
Publisher: Cambridge University Press
Publication date: 01/31/2019
Sold by: Barnes & Noble
Format: NOOK Book
File size: 8 MB

About the Author

Peter M. Aronow is an Associate Professor of Political Science, Public Health (Biostatistics), and Statistics and Data Science at Yale University, Connecticut and is affiliated with the University's Institution for Social and Policy Studies, Center for the Study of American Politics, Institute for Network Science, and Operations Research Doctoral Program.
Benjamin T. Miller is a doctoral candidate in Political Science at Yale University, Connecticut. In 2012, Mr Miller received a B.A. in Economics and Mathematics from Amherst College.

Table of Contents

Introduction; Part I. Probability: 1. Probability theory; 2. Summarizing distributions; Part II. Statistics: 3. Learning from random samples; 4. Regression; 5. Parametric models; Part III. Identification: 6. Missing data; 7. Causal inference.

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