Analysis of r×c Tables containing Outliers

We examine the problem of accommodating outliers in tables of measurement data when there are no replications. The suggested strategy for the determination of the cells that contain outliers and for handling them analytically is easily understood and implemented in practice and presented in even the most elementary statistics course along with the course’s ANOVA material.

Authors

Institutions

Publication Details

Journal
Journal of Probability and Statistical Science
Published
2024-11-04
DOI
https://doi.org/10.37119/jpss2024.v22i1.783
Primary Topic
Advanced Statistical Methods and Models
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analysis of r×c Tables containing Outliers

David L. Farnsworth
Journal of Probability and Statistical Science
Advanced Statistical Methods and Models
article

Analysis of r×c Tables containing Outliers

David L. Farnsworth
article en

Abstract

We examine the problem of accommodating outliers in tables of measurement data when there are no replications. The suggested strategy for the determination of the cells that contain outliers and for handling them analytically is easily understood and implemented in practice and presented in even the most elementary statistics course along with the course’s ANOVA material.

Journal of Probability and Statistical ScienceVol. 22(1)
Rochester Institute of Technology (US)
Openalex Percentile: Top 80%
Advanced Statistical Methods and Models
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Analysis of r×c Tables containing Outliers — David L. Farnsworth · Journal of Probability and Statistical Science (2024) | TGRS Research Map | TGRS