• population sampling, Bernoulli sampling is a sampling process where each element of the population is subjected to an independent Bernoulli trial which...
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  • sampling (sometimes denoted as PO sampling: 61 ) is a sampling process where each element of the population is subjected to an independent Bernoulli trial...
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  • Thumbnail for Bernoulli trial
    interval Poisson sampling Sampling design Coin flipping Jacob Bernoulli Fisher's exact test Boschloo's test Papoulis, A. (1984). "Bernoulli Trials". Probability...
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  • Thumbnail for Bernoulli distribution
    probability theory and statistics, the Bernoulli distribution, named after Swiss mathematician Jacob Bernoulli, is the discrete probability distribution...
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  • Bernoulli family of Basel. Bernoulli differential equation Bernoulli distribution Bernoulli number Bernoulli polynomials Bernoulli process Bernoulli Society...
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  • probability of drawing a sample S . {\displaystyle S.} During Bernoulli sampling, P ( S ) {\displaystyle P(S)} is given by P ( S ) = q N sample ( S ) × ( 1 − q...
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  • Thumbnail for Jacob Bernoulli
    Jacob Bernoulli (also known as James in English or Jacques in French; 6 January 1655 [O.S. 27 December 1654] – 16 August 1705) was a Swiss mathematician...
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  • without-replacement sampling, the schema can become more complex.: 93  Bernoulli sampling Poisson distribution Poisson process Sampling design Carl-Erik...
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  • Thumbnail for Binomial distribution
    success/failure experiment is also called a Bernoulli trial or Bernoulli experiment, and a sequence of outcomes is called a Bernoulli process; for a single trial, i...
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  • sampling Nonprobability sampling Opinion poll Quantitative marketing research Sampling design Bernoulli sampling Poisson sampling Yates, Daniel S.; David...
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  • Thumbnail for Bernoulli process
    In probability and statistics, a Bernoulli process (named after Jacob Bernoulli) is a finite or infinite sequence of binary random variables, so it is...
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  • Thumbnail for Sampling (statistics)
    business and medical research, sampling is widely used for gathering information about a population. Acceptance sampling is used to determine if a production...
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  • of Bernoulli Bernoulli distribution Bernoulli process Bernoulli scheme Bernoulli trial Bernoulli map Bernoulli operator Bernoulli sampling Bernoulli random...
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  • to denote Gy's sampling theory. Gy's sampling theory uses a model in which the sample taking is represented by independent Bernoulli trials for every...
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  • random sampling (SRS, with or without replacement) and systematic sampling for getting a fixed sample size. There is also Bernoulli sampling with a random...
    97 KB (13,071 words) - 20:36, 5 June 2025
  • Thumbnail for Thompson sampling
    maintain and sample from a posterior distribution over models. As such, Thompson sampling is often used in conjunction with approximate sampling techniques...
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  • 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...
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    probability, thus Bernoulli sampling is a good approximation for uniform sampling. Another simplification is to assume that entries are sampled independently...
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  • Thumbnail for Probability distribution
    a fixed number of total occurrences, sampling using a Pólya urn model (in some sense, the "opposite" of sampling without replacement) Categorical distribution...
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  • Thumbnail for Bernoulli grip
    A Bernoulli grip uses airflow to adhere to an object without physical contact. Such grippers rely on the Bernoulli airflow principle. While an accelerating...
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  • Thumbnail for Sample space
    In probability theory, the sample space (also called sample description space, possibility space, or outcome space) of an experiment or random trial is...
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  • efficiently than alternative methods, such as case control sampling and weighted case control sampling. In classification, a dataset is a set of N data points...
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  • This sampling scheme does not require more samples for more dimensions (variables); this independence is one of the main advantages of this sampling scheme...
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  • Berkson's paradox Berlin procedure Bernoulli distribution Bernoulli process Bernoulli sampling Bernoulli scheme Bernoulli trial Bernstein inequalities (probability...
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  • contexts, only one sample (i.e., a set of observations) is observed, but the sampling distribution can be found theoretically. Sampling distributions are...
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  • 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...
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  • Thumbnail for Monte Carlo method
    use adaptive routines such as stratified sampling, recursive stratified sampling, adaptive umbrella sampling or the VEGAS algorithm. A similar approach...
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  • Thumbnail for Cluster sampling
    In statistics, cluster sampling is a sampling plan used when mutually homogeneous yet internally heterogeneous groupings are evident in a statistical population...
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    known as "Bernoulli's theorem". This should not be confused with Bernoulli's principle, named after Jacob Bernoulli's nephew Daniel Bernoulli. In 1837...
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  • more general concept of sampling frame includes area sampling frames, whose elements have a geographic nature. Area sampling frames can be useful for...
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