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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 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 in Causal Inference
Language: en
Pages: 326
Authors: Raiden B. Hasegawa
Categories:
Type: BOOK - Published: 2019 - Publisher:

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In observational studies, identifying assumptions may fail, often quietly and without notice, leading to biased causal estimates. Although less of a concern in
Three Essays on Causal Inference for Observational Studies
Language: en
Pages:
Authors: Magdalena Bennett
Categories:
Type: BOOK - Published: 2020 - Publisher:

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Finally, the third paper in this thesis addresses the question of unintended consequences in school segregation due to the introduction of a targeted voucher sc
Essays on Causal Inference in Observational Studies
Language: en
Pages: 226
Authors: Alexis J. Diamond
Categories: Causation
Type: BOOK - Published: 2008 - Publisher:

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The third essay investigates the impact of United Nations peacekeeping following civil war. King and Zeng (2007) found that prior work on this topic (Doyle and