Stabilized Sieve Sampling
A Point-Estimator Analysis
Bibliographic Data
| ID | 19418480 |
|---|---|
| Authors | Jane M Horgan (Dublin City University, corresponding author) |
| Year | 1998 |
| Volume | 16 |
| Issue | 1 |
| Pages | 42-51 |
| Publication date | 1998-01-01 |
| Open Access | No |
| Type | ARTICLE |
| Venue | Journal of Business and Economic Statistics (JOURNAL) |
| Journal identifiers | ISSN: 0735-0015 • E-ISSN: 1537-2707 |
| Publisher | Informa UK Limited (PUBLISHER • GB) |
| DOI | 10.1080/07350015.1998.10524733 |
| OpenAlex | W2016235637 |
| Language | EN |
| References cited | 7 |
A modification of sieve sampling is proposed that returns a constant sample size. It is a scheme that selects line items with probability proportional to size (PPS) and nearly without replacement. An unbiased estimator of the total error amount is presented and its variance derived. Conditions under which the scheme is more efficient than sieve sampling and than PPS with replacement sampling are given
Bias of an estimator · Combinatorics · Estimator · Importance sampling · Minimum-variance unbiased estimator · Monte Carlo method · Poisson sampling · Population · Sample size determination · Sampling design · Sampling scheme · Slice sampling · Statistics · Bayesian Methods and Mixture Models · Computer Science · Mathematics · Statistical Methods and Bayesian Inference · Statistical Methods and Inference
| Highly cited | No |
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