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Robust Descriptive Statistics

Robust descriptive statistics summarize the location, spread, and shape of a dataset using measures that remain meaningful even when a fraction of the data contains outliers or severe departures from normality. Core tools include the median, trimmed mean, interquartile range (IQR), and median absolute deviation (MAD), all of which are resistant to contamination that would distort the classic mean and standard deviation.

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Taksonoomiline meetodikirje · hypothesis-test / statistics

Tukey, J. W. (1977). Exploratory Data Analysis. Addison-Wesley. · ISBN 978-0201076165
Huber, P. J., & Ronchetti, E. M. (2009). Robust Statistics (2nd ed.). Wiley. · ISBN 978-0470129906

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Taxonomic bucketEffect size analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPower analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust independent samples t-testmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust one-way ANOVAmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust Pearson correlationmachine-suggested · Relational suggestion, not evidence.