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Handbook of Matching and Weighting Adjustments for Causal Inference
Language: en
Pages: 634
Authors: José R. Zubizarreta
Categories: Mathematics
Type: BOOK - Published: 2023-04-11 - Publisher: CRC Press

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An observational study infers the effects caused by a treatment, policy, program, intervention, or exposure in a context in which randomized experimentation is
Essays on Matching and Weighting for Causal Inference in Observational Studies
Language: en
Pages:
Authors: María de los Angeles Resa Juárez
Categories:
Type: BOOK - Published: 2017 - Publisher:

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A simulation study with different settings is conducted to compare the proposed weighting scheme to IPTW, including generalized propensity score estimation meth
Handbook of Design and Analysis of Experiments
Language: en
Pages: 946
Authors: Angela Dean
Categories: Mathematics
Type: BOOK - Published: 2015-06-26 - Publisher: CRC Press

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This carefully edited collection synthesizes the state of the art in the theory and applications of designed experiments and their analyses. It provides a detai
Handbook of Approximate Bayesian Computation
Language: en
Pages: 679
Authors: Scott A. Sisson
Categories: Mathematics
Type: BOOK - Published: 2018-09-03 - Publisher: CRC Press

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As the world becomes increasingly complex, so do the statistical models required to analyse the challenging problems ahead. For the very first time in a single
Causal Inference in Statistics, Social, and Biomedical Sciences
Language: en
Pages: 647
Authors: Guido W. Imbens
Categories: Business & Economics
Type: BOOK - Published: 2015-04-06 - Publisher: Cambridge University Press

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This text presents statistical methods for studying causal effects and discusses how readers can assess such effects in simple randomized experiments.