Observed frequencies are normally distributed about expected frequencies over repeated samples.
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Thus, by repeated sampling of male behaviour, females are usually able to avoid mating with previously mated males.
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This approach is usable, but the resulting interval will not have the repeated sampling interpretation it is not a predictive confidence interval.
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In most treatments of OLS, the regressors in the design matrix \ mathbf { X } are assumed to be fixed in repeated samples.
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By considering the dataset's characteristics under repeated sampling, the frequentist properties of a statistical proposition can be quantified although in practice this quantification may be challenging.
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Tracks like " The Last Flamenco " brought drum and bass style synthesised loops, whilst " Kidstuff " employed a repeated sample of a baby giggling.
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This paradigm calibrates the plausibility of propositions by considering ( notional ) repeated sampling of a population distribution to produce datasets similar to the one at hand.
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Ultimately, it is the hope that these devices will have the ability to detect changes in human physiology within minutes without the need for repeated sample collection and analysis.
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A frequentist 95 % confidence interval means that with a large number of repeated samples, 95 % of such calculated confidence intervals would include the true value of the parameter.
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One interpretation of frequentist inference ( or classical inference ) is that it is applicable only in terms of frequency probability; that is, in terms of repeated sampling from a population.
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