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Foundations of Agnostic Statistics - Tapa blanda

Aronow, Peter M.

 
9781316631140: Foundations of Agnostic Statistics
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ISBN 10: 1316631141 ISBN 13: 9781316631140
Editorial: Cambridge University Press, 2019

Sinopsis

Reflecting a sea change in how empirical research has been conducted over the past three decades, Foundations of Agnostic Statistics presents an innovative treatment of modern statistical theory for the social and health sciences. This book develops the fundamentals of what the authors call agnostic statistics, which considers what can be learned about the world without assuming that there exists a simple generative model that can be known to be true. Aronow and Miller provide the foundations for statistical inference for researchers unwilling to make assumptions beyond what they or their audience would find credible. Building from first principles, the book covers topics including estimation theory, regression, maximum likelihood, missing data, and causal inference. Using these principles, readers will be able to formally articulate their targets of inquiry, distinguish substantive assumptions from statistical assumptions, and ultimately engage in cutting-edge quantitative empirical research that contributes to human knowledge.

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Acerca de los autores

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.

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Editorial
Cambridge University Press
Año de publicación
2019
Idioma
Inglés
ISBN 10 
1316631141
ISBN 13 
9781316631140
Encuadernación
Tapa blanda
Número de páginas
316
Contacto del fabricante
no disponible
Persona responsable
GPSR Kontakt
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Alemania

Otras ediciones populares con el mismo título

9781107178915: Foundations of Agnostic Statistics

Edición Destacada

ISBN 10:  1107178916 ISBN 13:  9781107178915
Editorial: Cambridge University Press, 2019
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