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  • Sampling and Sampling Distribution

    2021-06-26 · 4 min read · Data Science Sampling Sampling Distribution  ·
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    Sampling and Sampling Distribution

    Sample A sample is a subset of a population. Most of the time it is too expensive or impossible to collect population data. The whole idea of inferential statistics (which later evolved to machine learning and AI) revolves around estimation of population parameters by studying parameters of samples. Samples and sample …

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Asitav Sen

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DATA-SCIENCE 11 BASIC 7 ADVANCED 4

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DATA-SCIENCE 7 LINEAR-REGRESSION 2 CLASSIFICATION 1 CONFIDENCE-INTERVAL 1 HYPOTHESIS-TESTING 1 INDEX 1 INFERENCE 1 LINEAR-DISCRIMINANT-ANALYSIS 1 LOGISTIC-REGRESSION 1 NON-PARAMETRIC-MODELS 1 PARAMETRIC-MODELS 1 PREDICTION 1 PROBABILITY 1 PROBABILITY-DISTRIBUTIONS 1
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CLASSIFICATION1 CONFIDENCE-INTERVAL1 DATA-SCIENCE7 HYPOTHESIS-TESTING1 INDEX1 INFERENCE1 LINEAR-DISCRIMINANT-ANALYSIS1 LINEAR-REGRESSION2 LOGISTIC-REGRESSION1 NON-PARAMETRIC-MODELS1 PARAMETRIC-MODELS1 PREDICTION1 PROBABILITY1 PROBABILITY-DISTRIBUTIONS1 SAMPLING1 SAMPLING-DISTRIBUTION1
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