As someone familiar with sampling concepts who has read through a few such textbooks, let me sort of order three mentioned by others in this thread and add another one that just may be the best one for Dr. Kurland's student:
- Elementary Survey Sampling by Scheaffer, Mendenhall, Ott, and Kenneth Gerow (who seems to be the one putting together the next (8th) edition): The level of this fine textbook is truly for Sampling 101 and the coverage is quite good.
- Sampling: Design and Analysis by Sharon Lohr: Superb! This sampling textbook, first published in 1999 (now in its second edition) is likely the leading sampling textbook today with respect to Sampling 101 and Sampling 102 with excellent up-to-date coverage. Theory-wise, it is Cochran sans explicit theorems and proofs but still with much theory within and between its reader-friendly-but-serious-minded prose.
- Sampling Techniques by William G. Cochran: A/The classic mathematical treatment of sampling, which needs no further comment.
With respect to Dr. Kurland's student, a rather concise treatment of many of the concepts she mentioned could be found in the book Sampling by Steven K. Thompson. [Note: I have only the first edition; I believe the book is now in its third edition.]
BTW, since this is not the SRMS Forum, presumably many persons here have not focused on sampling and would like a short primer on such. If so, then feel free to let me know (at davidbee2009@gmail.com) and I'll forward such to you as an Attachment. (I've put together a few; if the first one is worthwhile, then I'll send the next one(s), upon request.)
HTH
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David Bernklau
(David Bee on Internet)
Original Message:
Sent: 05-04-2016 13:33
From: Brenda Kurland
Subject: looking for very basic survey sampling reference
Greetings, ASA Community. I'm on the thesis committee for a MPH student who would like to propose simplifying Lyme disease surveillance through simple random sampling of cases for confirmation, possibly with logistic regression to improve precision.
There are all sorts of factors that are being glossed over (clustering of cases, etc) but I'm just trying to make incremental improvements in the student's work and understanding. I'd like to make sure the student reads a good basic survey sampling reference. My best option at the moment is the "survey sampling" chapter of Rice's "Mathematical Statistics and Data Analysis" (I have the 2nd edition, Amazon has the 3rd). It covers population and sample mean & variance, illustrates the law of large numbers, addresses estimation of a ratio (not needed for the student), and explains the rationale for stratified random sampling.
Any other suggestions for a chapter or review-article length review for an entry-level epidemiologist?
Thank you.
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Brenda Kurland
Research Associate Professor
University of Pittsburgh
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