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Cambridge University Press Foundations of Agnostic Statistics

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£78.99 £64.17 £67.41 £70.64 £73.87 £77.10 £80.34 23 May 2024 19 October 2024 17 March 2025 13 August 2025 10 January 2026

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46 days 98 days 144 days 153 days 157 days · current 0 39 79 118 157 £66-68 £68-71 £71-74 £74-76 £76-79 Days at Price

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Description

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.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
31 January 2019
Listed Since
13 July 2018

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