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in this element and its accompanying second element, a practical introduction to regression discontinuity designs: extensions, matias cattaneo, nicolás idrobo, and rocıìo titiunik provide an accessible and practical guide for the analysis and interpretation of regression discontinuity (rd) designs that encourages the use of a common set of practices and facilitates the accumulation of rd-based empirical evidence. in this element, the authors discuss the foundations of the canonical sharp rd design, which has the following features: (i) the score is continuously distributed and has only one dimension, (ii) there is only one cutoff, and (iii) compliance with the treatment assignment is perfect. in the second element, the authors discuss practical and conceptual extensions to this basic rd setup (1)
we elaborate a general workflow of weighting-based survey inference, decomposing it into two main tasks. the first is the estimation of population targets from one or more sources of auxiliary information. the second is the construction of weights that calibrate the survey sample to the population targets. we emphasize that these tasks are predicated on models of the measurement, sampling, and nonresponse process whose assumptions cannot be fully tested. after describing this workflow in abstract terms, we then describe in detail how it can be applied to the analysis of historical and contemporary opinion polls. we also discuss extensions of the basic workflow, particularly inference for causal quantities and multilevel regression and poststratification (1)

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检索条件： Regression analysis. ( 主题词 )

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1 图书 A Practical Introduction to Regression Discontinuity Designs
责任者 Matias D. Cattaneo

出版信息 ,13/02/2020

ISBN 978-1-108-71020-6

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Matias D. Cattaneo.A Practical Introduction to Regression Discontinuity Designs.,13/02/2020.
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http://opac.cdclib.cn:80/opac/book/1003043010
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A Practical Introduction to Regression Discontinuity Designs

Matias D. Cattaneo.,13/02/2020.
2 图书 Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias
责任者 Devin Caughey

出版信息 ,22/10/2020

ISBN 978-1-108-79415-2

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Devin Caughey.Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias.,22/10/2020.
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http://opac.cdclib.cn:80/opac/book/1003043153
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Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias

Devin Caughey.,22/10/2020.

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