- Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median
2013/03/27 by Christophe Leys, Christophe Ley, Olivier Klein +2 · 4,114 citations
Mathematics · Psychology · #Absolute (philosophy) #Absolute deviation #Advanced Statistical Methods and Models #Dispersion (optics) #Mathematics #Mean absolute error #Mean squared error #Outlier #Psychology #Relative standard deviation #Standard deviation #Statistical Methods and Applications #Statistical Methods and Inference #Statistics
- Alternatives to the Median Absolute Deviation
1993/12/01 by Peter J. Rousseeuw, Christophe Croux · 1,477 citations
Decision Sciences · Mathematics · #Absolute deviation #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Applied mathematics #Bounded function #Combinatorics #Estimator #Exponential function #Function (biology) #Gaussian #Least absolute deviations #Mathematical analysis #Mathematics #Physics #Quantile #Statistical Distribution Estimation and Applications #Statistics