Peter M Aronow, Benjamin T Miller

Foundations of Agnostic Statistics

• Broschiertes Buch

Produktbeschreibung

Provides an introduction to modern statistical theory for social and health scientists while invoking minimal modeling assumptions.

Produktdetails

• Verlag: Materials Research Society
• Seitenzahl: 314
• Erscheinungstermin: 11. April 2019
• Englisch
• Abmessung: 226mm x 153mm x 17mm
• Gewicht: 525g
• ISBN-13: 9781316631140
• ISBN-10: 1316631141
• Artikelnr.: 54021307

Autorenporträt

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.

Inhaltsangabe

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.