{"product_id":"target-estimation-and-adjustment-weighting-for-survey-nonresponse-and-sampling-bias-paperback-9781108794152","title":"Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias (Paperback \/ softback) 9781108794152","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eTarget Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eElaborates a general workflow of weighting-based survey inference and how it can be applied to the analysis of opinion polls.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eDevin Caughey (Author), Adam J. Berinsky (Author), Sara Chatfield (Author), Erin Hartman (Author), Eric Schickler (Author), Jasjeet S. Sekhon (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781108794152, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 22 October 2020\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e75 pages\u003cbr\u003e15 x 23 x 0.6 cm, 0.16 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eWe 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.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. The Problem of Unrepresentative Survey Samples\u003cbr\u003e 2. Weight Estimation\u003cbr\u003e 3. Target Estimation\u003cbr\u003e 4. Application to Contemporary Election Surveys\u003cbr\u003e 5. Application to Quota-sampled Opinion Polls\u003cbr\u003e 6. Extensions and Conclusion.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Probability \u0026amp; statistics [\u003ca title=\"See our other books on Probability \u0026amp; statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Probability%20\u0026amp;%20statistics%20%5BPBT%5D%22\"\u003ePBT\u003c\/a\u003e], Social research \u0026amp; statistics [\u003ca title=\"See our other books on Social research \u0026amp; statistics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Social%20research%20\u0026amp;%20statistics%20%5BJHBC%5D%22\"\u003eJHBC\u003c\/a\u003e], Society \u0026amp; social sciences [\u003ca title=\"See our other books on Society \u0026amp; social sciences\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Society%20\u0026amp;%20social%20sciences%20%5BJ%5D%22\"\u003eJ\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":46005725856024,"sku":"9781108794152","price":17.39,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9781108794152i_b788bce2-a843-4ae9-9d1a-84729ffa1f77.jpg?v=1696719550","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/target-estimation-and-adjustment-weighting-for-survey-nonresponse-and-sampling-bias-paperback-9781108794152","provider":"Freshly Printed Books","version":"1.0","type":"link"}