Graphical display in outlier diagnostics; adequacy and robustness.

Nethal K. Jajo

SORT (2005)

  • Volume: 29, Issue: 1, page 1-10
  • ISSN: 1696-2281

Abstract

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Outlier robust diagnostics (graphically) using Robustly Studentized Robust Residuals (RSRR) and Partial Robustly Studentized Robust Residuals (PRSRR) are established. One problem with some robust residual plots is that the residuals retain information from certain predicated values (Velilla, 1998). The RSRR and PRSRR techniques are unaffected by this complication and as a result they provide more interpretable results.

How to cite

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Jajo, Nethal K.. "Graphical display in outlier diagnostics; adequacy and robustness.." SORT 29.1 (2005): 1-10. <http://eudml.org/doc/40464>.

@article{Jajo2005,
abstract = {Outlier robust diagnostics (graphically) using Robustly Studentized Robust Residuals (RSRR) and Partial Robustly Studentized Robust Residuals (PRSRR) are established. One problem with some robust residual plots is that the residuals retain information from certain predicated values (Velilla, 1998). The RSRR and PRSRR techniques are unaffected by this complication and as a result they provide more interpretable results.},
author = {Jajo, Nethal K.},
journal = {SORT},
keywords = {Inferencia no paramétrica; Robustez; Regresión lineal; Métodos gráficos; Datos atípicos; masking; outlier; robust diagnostics; robust residuals; swamping},
language = {eng},
number = {1},
pages = {1-10},
title = {Graphical display in outlier diagnostics; adequacy and robustness.},
url = {http://eudml.org/doc/40464},
volume = {29},
year = {2005},
}

TY - JOUR
AU - Jajo, Nethal K.
TI - Graphical display in outlier diagnostics; adequacy and robustness.
JO - SORT
PY - 2005
VL - 29
IS - 1
SP - 1
EP - 10
AB - Outlier robust diagnostics (graphically) using Robustly Studentized Robust Residuals (RSRR) and Partial Robustly Studentized Robust Residuals (PRSRR) are established. One problem with some robust residual plots is that the residuals retain information from certain predicated values (Velilla, 1998). The RSRR and PRSRR techniques are unaffected by this complication and as a result they provide more interpretable results.
LA - eng
KW - Inferencia no paramétrica; Robustez; Regresión lineal; Métodos gráficos; Datos atípicos; masking; outlier; robust diagnostics; robust residuals; swamping
UR - http://eudml.org/doc/40464
ER -

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