R-cran-outliers

Jul 20, 2023

Collection of some tests commonly used for identifying outliers

A collection of some tests commonly used for identifying outliers

  • Chi-squared test for outlier
  • Test for outlying or inlying variance
  • Dixon tests for outlier
  • Grubbs tests for one or two outliers in data sample
  • Find value with largest difference from the mean
  • Critical values and p-values for Cochran outlying variance test
  • Critical values and p-values for Dixon test
  • Calculate critical values and p-values for Grubbs test
  • Interpolate tabularized distribution
  • Remove the values most differing from the mean
  • Calculate scores of the sample


Checkout these related ports:
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  • Zimpl - Language to translate the LP models into .lp or .mps
  • Zegrapher - Software for plotting mathematical objects
  • Zarray - Dynamically typed N-D expression system based on xtensor
  • Z3 - Z3 Theorem Prover
  • Yices - SMT solver
  • Yacas - Yet Another Computer Algebra System
  • Xtensor - Multi-dimensional arrays with broadcasting and lazy computing
  • Xtensor-python - Python bindings for xtensor
  • Xtensor-io - Xtensor plugin to read/write images, audio files, numpy npz and HDF5
  • Xtensor-blas - BLAS extension to xtensor
  • Xspread - Spreadsheet program for X and terminals
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  • Xplot - X11 plotting package
  • Xlife++ - XLiFE++ eXtended Library of Finite Elements in C++