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Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias
Engelsk
Bogcover for Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias af Devin Caughey, Sara Chatfield, Eric Schickler, Adam J. Berinsky, Jasjeet S. Sekhon, Erin Hartman, 9781108794152
Specifikationer
Sprog:
Engelsk
Sider:
75
ISBN-13:
9781108794152
Indbinding:
Paperback
ISBN-10:
1108794157
Udg. Dato:
22 okt 2020
Størrelse i cm:
15,2 x 22,8 x 1,1
Serie:
Elements in Quantitative and Computational Methods for the Social Sciences
Oplagsdato:
22 okt 2020

Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias

Engelsk
Paperback 2020
Format:

Bog beskrivelse
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.
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Specifikationer
Sprog:
Engelsk
Sider:
75
ISBN-13:
9781108794152
Indbinding:
Paperback
ISBN-10:
1108794157
Udg. Dato:
22 okt 2020
Størrelse i cm:
15,2 x 22,8 x 1,1
Serie:
Elements in Quantitative and Computational Methods for the Social Sciences
Oplagsdato:
22 okt 2020
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