Online citations, reference lists, and bibliographies.
Please confirm you are human
(Sign Up for free to never see this)
← Back to Search

Influential Observations In Linear Regression

R. Cook
Published 1979 · Mathematics

Save to my Library
Download PDF
Analyze on Scholarcy
Share
Abstract Characteristics of observations which cause them to be influential in a least squares analysis are investigated and related to residual variances, residual correlations, and the convex hull of the observed values of the independent variables. It is shown how deleting an observation can substantially alter an analysis by changing the partial F-tests, the studentized residuals, the residual variances, the convex hull of the independent variables, and the estimated parameter vector. Outliers are discussed briefly, and an example is presented.
This paper references



This paper is referenced by
10.3168/jds.2012-5740
Feeding canola meal to dairy cows: a meta-analysis on lactational responses.
R. Martineau (2013)
10.3389/fpsyg.2018.00775
Implicit and Explicit Number-Space Associations Differentially Relate to Interference Control in Young Adults With ADHD
C. Georges (2018)
10.2139/ssrn.1455209
Bank vs. Bond Finance: A Cultural View of Corporate Debt Financing
W. Breuer (2009)
Some Problems of Outliers in Circular Data
A. Abuzaid (2009)
A USEFUL STATISTIC FOR STUDYING OUTLIERS IN EXPERIMENTAL DESIGNS
L. Bhar (2016)
10.1007/s00044-011-9580-x
QSAR and pharmacophore analysis of thiosemicarbazone derivatives as ribonucleotide reductase inhibitors
N. Moorthy (2011)
10.3390/rs5062639
Investigating the Utility of Wavelet Transforms for Inverting a 3-D Radiative Transfer Model Using Hyperspectral Data to Retrieve Forest LAI
Asim Banskota (2013)
Laboratory modelling of breaking internal solitary waves
J. Franklin (2014)
10.1002/jbm4.10400
Test–Retest Reliability and Correlates of Vertebral Bone Marrow Lipid Composition by Lipidomics Among Children With Varying Degrees of Bone Fragility
D. Whitney (2020)
A Stochastic Restricted Maximum Likelihood Method for Genomic Selection and Genome- Wide Association Studies
Shizhong Xu (2019)
10.1136/jnnp-2013-306439
Rivastigmine in apathetic but dementia and depression-free patients with Parkinson's disease: a double-blind, placebo-controlled, randomised clinical trial
D. Devos (2013)
10.1080/10485250903287906
Jackknife-after-bootstrap regression influence diagnostics
M. Martin (2010)
10.1007/BF01763551
Model estimation and verification — Some recent approaches
J. Herbert (1979)
10.18260/1-2--30689
Integrating Statistical Methods in Engineering Technology Courses
S. Chitikeshi (2018)
10.11113/MATEMATIKA.V19.N.502
Multiple Outliers Detection Procedures in Linear Regression
Robiah Adnan (2003)
10.1007/978-1-4612-5545-1_32
GLIM:a developing system
B. Francis (1982)
10.1111/J.1467-9876.2009.00647.X
A multifaceted sensitivity analysis of the Slovenian public opinion survey data
C. Beunckens (2009)
10.1111/J.1360-0443.1989.TB00566.X
Diet and opiate addiction: a quantitative assessment of the diet of non-institutionalized opiate addicts.
A. Morabia (1989)
10.1007/BF01434422
Industrial location and policy: A spatial statistical analysis
B. Fingleton (1991)
10.7160/ERIESJ.2013.060406
RELATIONSHIP OF SUCCESS IN UNIVERSITY STUDY AND ADMISSION EXAM RESULTS
J. Poláčková (2013)
10.1080/10543409408835088
Diagnostics for the multivariate linear model analysis of 2 x 2 crossover designs.
X. Xie (1994)
10.1007/978-94-009-4029-1_1
Application of Recent Developments of Regression Analysis in Regional Mineral Resource Evaluation
F. Agterberg (1988)
10.1007/s10750-012-1211-0
Habitat quality affects the condition of Luciobarbus sclateri in the Guadiamar River (SW Iberian Peninsula): effects of disturbances by the toxic spill of the Aznalcóllar mine
R. J. Miguel (2012)
10.1080/07311768208800017
Robust methods in econometrics
R. Koenker (1981)
10.1371/journal.pone.0187531
Promoting professional identity, motivation, and persistence: Benefits of an informal mentoring program for female undergraduate students
P. R. Hernandez (2017)
10.1103/PHYSREVD.101.073006
Detailed study of the Λb→Λℓ+ℓ− decays in the standard model
S. Bhattacharya (2020)
Statistical regression modelling of glass properties - a tutorial
A. Fluegel (2009)
10.2307/3315445
Bayesian analysis of outlier problems using divergence measures
F. Peng (1995)
10.2307/3145843
Effect of distance on the preservation value of water quality
R. J. Sutherland (1985)
10.1177/0193841X0102500206
Analytic Approaches for Assessing Long-Term Treatment Effects
Y. Hser (2001)
10.1093/cercor/bhv029
BOLD Variability is Related to Dopaminergic Neurotransmission and Cognitive Aging.
M. Guitart-Masip (2016)
10.3136/NSKKK.58.97
Development of a Non-invasive Blood Glucose Sensor Using Short-wavelength Near-infrared Spectroscopy and Its Application to Glycemic Index Determination
Y. Uwadaira (2011)
See more
Semantic Scholar Logo Some data provided by SemanticScholar