• Bootstrapping populations in statistics and mathematics starts with a sample { x 1 , … , x m } {\displaystyle \{x_{1},\ldots ,x_{m}\}} observed from a...
    10 KB (1,253 words) - 09:52, 23 August 2022
  • normality. Bootstrapping is also a convenient method that avoids the cost of repeating the experiment to get other groups of sample data. Bootstrapping depends...
    69 KB (9,313 words) - 02:47, 8 September 2024
  • Resampling methods are: Permutation tests (also re-randomization tests) Bootstrapping Cross validation Jackknife Permutation tests rely on resampling the...
    18 KB (2,225 words) - 15:27, 31 July 2024
  • Bootstrap error-adjusted single-sample technique Bootstrapping (statistics) Bootstrapping populations Borel–Cantelli lemma Bose–Mesner algebra Box–Behnken...
    87 KB (8,280 words) - 13:54, 14 September 2024
  • Thumbnail for Gini coefficient
    Gini index has a downward-bias for small populations. Counties or states or countries with small populations and less diverse economies will tend to report...
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  • general methods such as bootstrapping, or by specific methods incorporating some assumptions (or guesses) regarding the true population distribution and parameters...
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  • Thumbnail for Benford's law
    the random variable. A method of accounting fraud detection based on bootstrapping and regression has been proposed. If the goal is to conclude agreement...
    65 KB (7,359 words) - 02:32, 17 September 2024
  • "crowd within") by asking participants to use dialectical bootstrapping. Dialectical bootstrapping involves the use of dialectic (reasoned discussion that...
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  • Thumbnail for Confidence interval
    the population mean, in which case a natural estimate is the sample mean. Similarly, the sample variance can be used to estimate the population variance...
    36 KB (4,570 words) - 18:21, 27 June 2024
  • infrequently to extract enough sub- or supersumption relationships. Instead, bootstrapping methods are developed, which learn these patterns automatically and...
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  • Thumbnail for Mediation (statistics)
    The bootstrapping method provides some advantages to the Sobel's test, primarily an increase in power. The Preacher and Hayes bootstrapping method...
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  • (n-1)). It has been shown, by Gatz et al. (1995), that in comparison to bootstrapping methods, the following (variance estimation of ratio-mean using Taylor...
    44 KB (8,991 words) - 20:40, 4 July 2024
  • Order Statistics for Discrete Random Variables with Applications to Bootstrapping". INFORMS Journal on Computing. 18: 19. doi:10.1287/ijoc.1040.0105....
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  • Thumbnail for Data analysis
    inter-group differences, or use small sample techniques, like exact tests or bootstrapping? In case the randomization procedure seems to be defective: can and...
    86 KB (9,552 words) - 09:31, 30 July 2024
  • available, both within the context of resampling. These are jackknifing and bootstrapping. Both can be applied either to parametrically based estimates of the...
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  • justification. Practical Assessment, Research & Evaluation, 8(19). (statistical bootstrapping) Resampling: A Marriage of Computers and Statistics (ERIC Digests) Pesarin...
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  • Thumbnail for Computational statistics
    distribution of the sample matches the actual desired distribution. Bootstrapping The bootstrap is a resampling technique used to generate samples from...
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  • Thumbnail for Intraclass correlation
    other variables) and computes confidence intervals based on parametric bootstrapping and significances based on the permutation of residuals. Commercial...
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  • similar properties to a large set of pseudoreplicates. In phylogenetics, bootstrapping is conducted using the columns of the character matrix. Each pseudoreplicate...
    64 KB (8,080 words) - 08:10, 9 September 2024
  • Thumbnail for Pearson correlation coefficient
    drawing the i′ randomly without replacement from the set {1, ..., n}. In bootstrapping, a closely related approach, the i and the i′ are equal and drawn with...
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  • (1997) "The Six Essentials? Minimal Requirements for the Darwinian Bootstrapping of Quality," Journal of Memetics 1:1. George B. Dyson (1998), Darwin...
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  • Explosion FAQ by the Machine Intelligence Research Institute Blog on bootstrapping artificial intelligence by Jacques Pitrat Why an Intelligence Explosion...
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  • Thumbnail for Homoscedasticity and heteroscedasticity
    proposed as corrections with superior finite sample properties. Wild bootstrapping can be used as a Resampling method that respects the differences in...
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  • his father". But on many interpretations, this dream subscribes to a bootstrapping mentality and is unlikely to be achieved; furthermore, "it does not...
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  • Thumbnail for Statistical inference
    hypothesis tests based on asymptotic theory or simulation techniques such as bootstrapping. Model checking: After obtaining the parameter estimates and assessing...
    48 KB (5,519 words) - 09:48, 23 July 2024
  • standard errors Newey–West estimator Generalized estimating equation Bootstrapping (statistics) Statistical classification Metric learning Generative model...
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  • Thumbnail for History of anthracite coal mining in Pennsylvania
    for heating fire wood were quickly vanishing, farther and farther from population centers. Transport of wood or an alternative fuel became very important...
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  • improved properties in the context of resampling and, in particular, bootstrapping. Studentized range Studentized residual Pivotal quantity Dodge, Y. (2003)...
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  • in R with the rMIDAS package and in Python with the MIDASpy package. Bootstrapping (statistics) Censoring (statistics) Expectation–maximization algorithm...
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  • valuation adjustment XVA Yield curve modelling Multi-curve framework Bootstrapping Construction from market data Fixed-income attribution Nelson-Siegel...
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