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Showing posts from 2018

Design-Based Survey Analysis

One of the persisting problems for secondary analysis-based researchers is generating a statistical model from data that is generalizable only to a fixed population (Lumley, 2010). A key difference between creating statistical inferences towards similar populations and estimating the results of a sample towards a fixed population is using several preemptive steps to guarantee that design-based sampling is replicated. Bell, Onwuegbuzie, Ferron, Jiao and Kromey (2012) have reported on the lack of clarity in remaining faithful to survey designs "Case Damascus Barlow Knife" by Michael E. Cumpston CC-BY-SA 3.0 by many investigators relying on large survey data covering adolescent health. However, reporting on international survey data suffers from the same issues, as sampling weights are not included in investigatory analysis, or they are not discussed thoroughly in methodology sections of investigation reports. While the rationales for incomplete discussions are not defin