The Beast of Bias

Описание к видео The Beast of Bias

This lecture looks at things that can bias the linear model (GLM). We disucss influential cases and outliers, linearity and additivity, heteroscedasticity, normality of residuals and normality of the sampling distribution of parameters, we look at why you shouldn't use Levene's test or the K-S test, we look at the bootstrap and other robust methods.



Learn R alongside these lectures with the discovr package (https://www.discovr.rocks/discovr/)

Suggested soundtrack:

Iron Maiden: The Number of the Beast (   • Iron Maiden - The Number Of The Beast...  )

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