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Cambridge University Press Multiverse Analysis: Computational Methods for Robust Results (Analytical Methods for Social Research)

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£79.99 £68.89 £71.31 £73.73 £76.16 £78.58 £81.00 23 July 2026 06 August 2026 21 August 2026 04 September 2026 19 September 2026
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Description
There are many ways of conducting an analysis, but most studies show only a few carefully curated estimates. Applied research involves a complex array of analytical decisions, often leading to a 'garden of forking paths' where each choice can lead to different results. By systematically exploring how alternative analytical choices affect the findings, Multiverse Analysis reveals the full range of estimates that the data can support and uncovers insights that single-path analyses often miss. It shows which modelling decisions are most critical to the results and reveals how data and assumptions work together to produce empirical estimates. Focusing on intuitive understanding rather than complex mathematics, and drawing on real-world datasets, this book provides a step-by-step guide to comprehensive multiverse analysis. Go beyond traditional, single-path methods and discover how multiverse analysis can lead to more transparent, illuminating, and persuasive empirical contributions to science.

Product Specifications
Brand
Cambridge University Press
Format
hardcover
ASIN
1316518787
Category
Books > Subjects > Computing & Internet > Computer Science
Domain
Amazon UK
Release Date
06 March 2025
Listed Since
08 April 2024

Barcode

No barcode data available

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