Regression Publications

Publications in Regression

Explore the most influential research papers and scholarly works that have shaped Regression. Use the concept filter below to focus on a specific sub-area of research.

Regression

9.7K

Publications

1.7M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Regression Shrinkage and Selection Via the Lasso Robert Tibshirani Journal of the Royal Statistical Society Series B (Statistical Methodology) EngineeringHigh-dimensional MethodRobust ModelingEstimation StatisticFeature Selection	1996	50.3K
Regression Models and Life-Tables D. R. Cox Journal of the Royal Statistical Society Series B (Statistical Methodology) Regression ModelsReliability EngineeringConditional LikelihoodEngineeringLife Prediction	1972	38.8K
Multiple regression: testing and interpreting interactions Choice Reviews Online Introduction InteractionsPsychologyMultiple RegressionContinuous Variables ReliabilityRegression Analysis	1992	37.1K
Applied logistic regression Choice Reviews Online Quantitative MethodsEngineeringMachine LearningLogistic Regression ModelsPredictive Analytics	1990	35.6K
Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses Franz Faul, Edgar Erdfelder, Axel Buchner, Behavior Research Methods ReliabilityEngineeringPsychologyPower IndexRegression Analysis	2009	33.9K
Sample Selection Bias as a Specification Error James J. Heckman Econometrica Econometric ModelEconomicsBias DetectionSelection BiasEstimation Statistic	1979	28.4K
Comparative fit indexes in structural models. Peter M. Bentler Psychological Bulletin Estimation StatisticNew IndexBiostatisticsStatistical InferenceComparative Fit Indexes	1990	23.5K
Distribution of the Estimators for Autoregressive Time Series with a Unit Root David A. Dickey, Wayne A. Fuller Journal of the American Statistical Association Autoregressive Time SeriesRegression EstimatorEconomicsEngineeringEstimation Statistic	1979	22.7K
When to use and how to report the results of PLS-SEM Joseph F. Hair, Jeffrey J. Risher, Marko Sarstedt, European Business Review EngineeringQuality MetricGeneralizability TheoryEducationRegression Analysis	2018	21.5K
Smoothing and Differentiation of Data by Simplified Least Squares Procedures. Abraham. Savitzky, Marcel J. E. Golay Analytical Chemistry AltmetricsEngineeringFiltering TechniqueData ScienceDonut Icon	1964	20.7K
Hierarchical Linear Models: Applications and Data Analysis Methods. Nicholas T. Longford, Anthony S. Bryk, Stephen W. Raudenbush Contemporary Sociology A Journal of Reviews Multivariate AnalysisStatisticsHierarchical Linear ModelsRegression Analysis	1993	18.9K
Applied Regression Analysis Technometrics Parameter EstimationEngineeringStraight LineBiostatisticsStatistical Inference	2005	18K

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