Drawing a sample of businesses | Coordinating samples | Topping up | Bias in the Horvitz-Thompson estimator
Package: sps 0.7.0.9003
sps: Sequential Poisson Sampling
Sequential Poisson sampling is a variation of Poisson sampling for drawing probability-proportional-to-size samples with a given number of units, and is commonly used for price-index surveys. This package gives functions to draw stratified sequential Poisson samples according to the method by Ohlsson (1998, ISSN:0282-423X), as well as other order sample designs by Rosén (1997, <doi:10.1016/S0378-3758(96)00186-3>), and generate approximate bootstrap replicate weights according to the generalized bootstrap method by Beaumont and Patak (2012, <doi:10.1111/j.1751-5823.2011.00166.x>).
Authors:
sps_0.7.0.9003.tar.gz
sps_0.7.0.9003.zip(r-4.7-any)sps_0.7.0.9003.zip(r-4.6-any)sps_0.7.0.9003.zip(r-4.5-any)
sps_0.7.0.9003.tgz(r-4.6-any)sps_0.7.0.9003.tgz(r-4.5-any)
sps_0.7.0.9003.tar.gz(r-4.7-any)sps_0.7.0.9003.tar.gz(r-4.6-any)
sps_0.7.0.9003.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
sps/json (API)
| # Install 'sps' in R: |
| install.packages('sps', repos = c('https://marberts.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://codeberg.org/marberts/sps
Last updated from:7f8ea97249. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 98 | ||
| source / vignettes | OK | 208 | ||
| linux-release | OK | 86 | ||
| macos-release | OK | 71 | ||
| macos-oldrel | OK | 86 | ||
| windows-devel | OK | 62 | ||
| windows-release | OK | 70 | ||
| windows-oldrel | OK | 61 | ||
| wasm-release | OK | 83 |
Exports:becomes_tadivisor_methodexpected_coverageinclusion_probmin_tauorder_samplingprop_allocationpsspssps_iteratorsps_repweights
Dependencies:
Drawing a Sequential Poisson Sample
Last update: 2026-09-13
Started: 2023-06-07
Take-all units
Generalizing the usual approach
Last update: 2026-09-13
Started: 2025-04-06
Performance
Calculating inclusion probabilities | Partial sorting | Iteratively drawing a sample
Last update: 2026-09-10
Started: 2026-08-16
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Expected coverage | expected_coverage |
| Calculate inclusion probabilities | becomes_ta inclusion_prob |
| Construct a proportional allocation | divisor_method prop_allocation |
| Stratified sequential Poisson sampling | order_sampling ps sps |
| Iteratively draw a sequential Poisson sample | sps_iterator |
| Bootstrap replicate weights for sequential Poisson sampling | min_tau sps_repweights |