Keyword

regression diagnostics

Description: Statistical methods for assessing regression models, identifying violations of assumptions, influential observations, and other problems affecting model validity.

Primary topic: Advanced Statistical Methods and Models (60%)

Wikidata ID: wiki/Q55631393

OpenAlex ID: keywords/regression-diagnostics

Regression Diagnostics

1980 · David A. Belsley, Edwin Kuh, et al. · Wiley series in probability and statistics · 7,282

Regression Diagnostics -- Identifying Influential Data and Sources of Collinearity

1981 · C. D. Beaumont, D. A. Belsley, et al. · Journal of the Operational Research Society · 6,359

Handbook of Parametric and Nonparametric Statistical Procedures

2004 · Technometrics · 4,660

Applied Linear Regression Models

1997 · Technometrics · 4,615

Multiple Regression in Behavioral Research: Explanation and Prediction

1982 · Elazar J. Pedhazur · 3,737

Regression Analysis by Example.

1980 · Jan Kmenta, Samprit Chatterjee, et al. · Journal of the American Statistical Association · 3,198

Applied Survival Analysis: Regression Modeling of Time-to-Event Data

2008 · David W. Hosmer, Stanley Lemeshow, et al. · 3,003

Modeling and variable selection in epidemiologic analysis.

1989 · S Greenland · American Journal of Public Health · 2,206

PDF

Understanding spurious regressions in econometrics

1986 · P.C.B. Phillips · Journal of Econometrics · 1,781

Unit cell refinement from powder diffraction data: the use of regression diagnostics

1997 · T. J. B. Holland, S. A. T. Redfern · Mineralogical Magazine · 1,384

Regression Diagnostics: Identifying Influential Data and Sources of Collinearity.

1981 · H. D. Patterson, D. A. Belsley, et al. · Biometrics · 1,370

The Choice Theory Approach to Market Research

1986 · Daniel McFadden · Marketing Science · 1,307

gplots: Various R Programming Tools for Plotting Data

2005 · Gregory R. Warnes, Ben Bolker, et al. · 1,229

PDF

Applied Regression Analysis: A Research Tool

1990 · Mik Wisniewski, John O. Rawlings · Journal of the Operational Research Society · 1,085

Regression Diagnostics

1991 · John Fox · Sage eBooks · 1,007

Parameter estimation techniques: a tutorial with application to conic fitting

1997 · Zhengyou Zhang · Image and Vision Computing · 966

Diagnostics for Heteroscedasticity in Regression

1983 · R. DENNIS COOK, SANFORD WEISBERG · Biometrika · 922

PDF

Conditioning Diagnostics: Collinearity and Weak Data in Regression

1993 · Richard Goldstein, David A. Belsley · Technometrics · 911

Modern Regression Methods

1998 · Brian S. Yandell, Thomas P. Ryan · Journal of the American Statistical Association · 840

Influential Observations, High Leverage Points, and Outliers in Linear Regression

1986 · Samprit Chatterjee, Ali S. Hadi · Statistical Science · 826

PDF

Regression models for relative survival

2003 · Paul W. Dickman, Andy Sloggett, et al. · Statistics in Medicine · 793

CUR matrix decompositions for improved data analysis

2009 · Michael W. Mahoney, Petros Drineas · Proceedings of the National Academy of Sciences · 776

PDF

A Modern Approach to Regression with R

2009 · Simon Sheather · Springer texts in statistics · 698

Regression diagnostics and robust regression in geothermometer/geobarometer calibration: the garnet‐clinopyroxene geothermometer revisited

1985 · ROGER POWELL · Journal of Metamorphic Geology · 677

Regression Diagnostics

1985 · KENNETH A. BOLLEN, ROBERT W. JACKMAN · Sociological Methods & Research · 646

Works count: 1,250

Citation count: 75,130