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Foundations of Agnostic Statistics
Langbeschreibung
Provides an introduction to modern statistical theory for social and health scientists while invoking minimal modeling assumptions.
Inhaltsverzeichnis
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.
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.
ISBN-13:
9781316631140
Veröffentl:
2019
Erscheinungsdatum:
11.04.2019
Seiten:
314
Autor:
Peter M Aronow
Gewicht:
525 g
Format:
226x153x17 mm
Sprache:
Englisch
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