• Thumbnail for Stratified sampling
    In statistics, stratified sampling is a method of sampling from a population which can be partitioned into subpopulations. In statistical surveys, when...
    11 KB (1,524 words) - 08:27, 9 June 2025
  • Thumbnail for Monte Carlo integration
    perform a Monte Carlo integration, such as uniform sampling, stratified sampling, importance sampling, sequential Monte Carlo (also known as a particle...
    18 KB (2,612 words) - 16:57, 11 March 2025
  • Thumbnail for Sampling (statistics)
    individuals. In survey sampling, weights can be applied to the data to adjust for the sample design, particularly in stratified sampling. Results from probability...
    56 KB (7,602 words) - 16:44, 14 July 2025
  • Bernoulli sampling with a random sample size. More advanced techniques such as stratified sampling and cluster sampling can also be designed to be EPSEM...
    97 KB (13,071 words) - 23:31, 11 July 2025
  • Thumbnail for Stratified randomization
    population, or stratified systematic sampling, where a systematic sampling is carried out after the stratification process. Stratified randomization is...
    18 KB (2,198 words) - 01:04, 7 May 2025
  • Thumbnail for Cluster sampling
    first stage). In stratified sampling, the sampling is done on elements within each stratum. In stratified sampling, a random sample is drawn from each...
    16 KB (2,332 words) - 04:09, 13 December 2024
  • statistics, multistage sampling is the taking of samples in stages using smaller and smaller sampling units at each stage. Multistage sampling can be a complex...
    3 KB (380 words) - 11:04, 14 January 2025
  • Quota sampling is a method for selecting survey participants that is a non-probabilistic version of stratified sampling. In quota sampling, a population...
    3 KB (370 words) - 10:00, 19 May 2023
  • Thumbnail for Environmental monitoring
    taking sub-samples over fixed or variable time periods. Sampling methods include judgmental sampling, simple random sampling, stratified sampling, systematic...
    58 KB (7,037 words) - 00:52, 6 July 2025
  • Neyman allocation (category Sampling techniques)
    a method of sample size allocation in stratified sampling developed by Jerzy Neyman in 1934. This technique determines the optimal sample size for each...
    3 KB (492 words) - 06:23, 22 May 2025
  • be achieved through stratified sampling. But with the Internet, and its hundreds of millions of users worldwide, stratified sampling is not a problem; hence...
    7 KB (940 words) - 20:58, 9 May 2022
  • Stratification (redirect from Stratified)
    Look up stratification, stratified, or stratify in Wiktionary, the free dictionary. Stratification may refer to: Stratification (mathematics), any consistent...
    2 KB (219 words) - 23:08, 11 April 2024
  • Stratified sampling Recursive stratified sampling VEGAS algorithm Particle filter — a sequential Monte Carlo method, which uses importance sampling Auxiliary...
    26 KB (3,973 words) - 20:18, 9 May 2025
  • Statistical benchmarking (category Sampling (statistics))
    similarities to stratified sampling. The difference between the two is that in stratified sampling, we decide in advance how many units will be sampled from each...
    7 KB (970 words) - 06:07, 15 July 2025
  • sampling is small enough to make efficiency less important than simplicity. If these conditions do not hold, stratified sampling or cluster sampling may...
    12 KB (1,788 words) - 20:49, 28 May 2025
  • complicated sampling techniques, such as stratified sampling, the sample can often be split up into sub-samples. Typically, if there are H such sub-samples (from...
    28 KB (4,022 words) - 13:32, 1 May 2025
  • Address-Based Sampling. Within probability sampling, there are specialized techniques such as stratified sampling and cluster sampling that improve the...
    14 KB (1,725 words) - 10:21, 20 March 2025
  • In sampling theory, the sampling fraction is the ratio of sample size to population size or, in the context of stratified sampling, the ratio of the sample...
    2 KB (215 words) - 07:31, 17 April 2025
  • Thumbnail for Jerzy Neyman
    testing. Neyman allocation, an optimal strategy for choosing sample sizes in stratified sampling, is named for him. Spława-Neyman spent the first part of...
    10 KB (882 words) - 19:44, 11 July 2025
  • While not necessary for simple sampling, a sampling frame used for more advanced sample techniques, such as stratified sampling, may contain additional information...
    9 KB (1,228 words) - 01:41, 21 June 2024
  • solution to this problem is to use an alternate design strategy, e.g. stratified sampling. Weighting, when correctly applied, can potentially improve the efficiency...
    16 KB (2,955 words) - 19:53, 11 June 2025
  • Thumbnail for Monte Carlo method
    function or use adaptive routines such as stratified sampling, recursive stratified sampling, adaptive umbrella sampling or the VEGAS algorithm. A similar approach...
    92 KB (10,691 words) - 07:51, 10 July 2025
  • in randomized block design. Stratified purposive sampling is a type of typical case sampling, and is used to get a sample of cases that are "average"...
    3 KB (354 words) - 12:52, 22 September 2021
  • in mind. It consisted of 150 citizens selected by sortition and stratified sampling, who were sorted into five sub-groups to discuss individual topics...
    36 KB (3,901 words) - 08:28, 27 June 2025
  • Horvitz–Thompson estimator (category Sampling (statistics))
    pseudo-population in a stratified sample by applying inverse probability weighting to account for the difference in the sampling distribution between the...
    6 KB (924 words) - 19:49, 3 March 2025
  • Thumbnail for Confidence interval
    Two Different Aspects of the Representative Method: The Method of Stratified Sampling and the Method of Purposive Selection. Journal of the Royal Statistical...
    31 KB (4,000 words) - 19:33, 20 June 2025
  • Thumbnail for Statistical inference
    also of importance: in survey sampling, use of sampling without replacement ensures the exchangeability of the sample with the population; in randomized...
    47 KB (5,519 words) - 22:27, 10 May 2025
  • Thumbnail for Water quality
    Water quality (redirect from Water sampling)
    contaminant. Sampling methods include for example simple random sampling, stratified sampling, systematic and grid sampling, adaptive cluster sampling, grab...
    48 KB (5,883 words) - 02:18, 6 July 2025
  • stratification. See Whitney stratification and topologically stratified space. See stratified sampling. This set index article includes a list of related items...
    5 KB (820 words) - 05:59, 26 September 2024
  • Thumbnail for Variance reduction
    random numbers antithetic variates control variates importance sampling stratified sampling moment matching conditional Monte Carlo and quasi random variables...
    6 KB (918 words) - 03:04, 16 June 2025