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D/data.md

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---
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layout: definition
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mathjax: true
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author: "Joram Soch"
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affiliation: "BCCN Berlin"
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e_mail: "joram.soch@bccn-berlin.de"
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date: 2024-09-20 14:11:02
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title: "Data"
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chapter: "General Theorems"
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section: "Probability theory"
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topic: "Random experiments"
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definition: "Measured data"
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sources:
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def_id: "D203"
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shortcut: "data"
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username: "JoramSoch"
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---
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**Definition:** Data, also "measured data", are any set of one or more [random variables](/D/rvar)[discrete or continuous](/D/rvar-disc), [univariate or multivariate](/D/rvar-uni) – that have been observed, measured or collected in the course of a [random experiment](/D/rexp).
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The random variables that are part of data have [probability distributions](/D/dist). Assumptions for these probability distributions are made with [generative models](/D/gm). Generative models can form the basis for [statistical tests](/D/test) checking [statistical hypotheses](/D/hyp).

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