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Robust Methods: Course Outline(STAT-612)

Robust statistics are statistics with good performance for data drawn from a wide range of probability distributions, especially for distributions that are not normal.

Course Contents

Common non-parametric tests, Non-parametric analysis of variance, Non-parametric regression, robustness, breakdown and the influence cure, estimation using M, L and R Statistics, Contaminated distributions, Sampling-resampling Methods, Bootstrap and Jackknife, Confidence Intervals.

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