Advanced Statistical Methods and Models

Most cited papers

1. Evaluating Structural Equation Models with Unobservable Variables and Measurement ErrorJournal of Marketing Research · 1981 · 72,126 citations
2. Regression Shrinkage and Selection Via the LassoJournal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 53,131 citations
3. Coefficient Alpha and the Internal Structure of TestsPsychometrika · 1951 · 44,118 citations
4. Multivariate Data Analysis.Journal of the Royal Statistical Society Series A (General) · 1973 · 35,758 citations
5. A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for HeteroskedasticityEconometrica · 1980 · 26,384 citations
6. Alternative Ways of Assessing Model FitSociological Methods & Research · 1992 · 25,416 citations
7. lmerTest Package: Tests in Linear Mixed Effects ModelsJournal of Statistical Software · 2017 · 24,862 citations
8. Comparative fit indexes in structural models.Psychological Bulletin · 1990 · 24,181 citations
9. Intraclass correlations: Uses in assessing rater reliability.Psychological Bulletin · 1979 · 23,432 citations
10. Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric ApproachBiometrics · 1988 · 23,120 citations
11. Significance tests and goodness of fit in the analysis of covariance structures.Psychological Bulletin · 1980 · 18,593 citations
12. Longitudinal data analysis using generalized linear modelsBiometrika · 1986 · 18,348 citations
13. Statistical Methods for Rates and ProportionsWiley series in probability and statistics · 2003 · 18,017 citations
14. Bootstrap Methods: Another Look at the JackknifeThe Annals of Statistics · 1979 · 17,833 citations
15. Convergent and discriminant validation by the multitrait-multimethod matrix.Psychological Bulletin · 1959 · 17,308 citations
16. Nearest neighbor pattern classificationIEEE Transactions on Information Theory · 1967 · 16,924 citations
17. Simultaneous Inference in General Parametric ModelsBiometrical Journal · 2008 · 14,358 citations
18. Estimates of the Regression Coefficient Based on Kendall's TauJournal of the American Statistical Association · 1968 · 13,872 citations
19. Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and StatisticsJournal of Marketing Research · 1981 · 13,304 citations
20. Use of Ranks in One-Criterion Variance AnalysisJournal of the American Statistical Association · 1952 · 12,598 citations
21. Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification.Psychological Methods · 1998 · 11,647 citations
22. Applied Multivariate Statistical Analysis.Biometrics · 1988 · 11,413 citations
23. Robust Locally Weighted Regression and Smoothing ScatterplotsJournal of the American Statistical Association · 1979 · 11,156 citations
24. Measuring the Accuracy of Diagnostic SystemsScience · 1988 · 10,183 citations
25. Power analysis and determination of sample size for covariance structure modeling.Psychological Methods · 1996 · 10,014 citations
26. Inference and missing dataBiometrika · 1976 · 9,894 citations
27. Ridge Regression: Biased Estimation for Nonorthogonal ProblemsTechnometrics · 1970 · 9,605 citations
28. Least angle regressionThe Annals of Statistics · 2004 · 9,561 citations
29. Variable Selection via Nonconcave Penalized Likelihood and its Oracle PropertiesJournal of the American Statistical Association · 2001 · 9,290 citations
30. An Introduction to Multivariate Statistical AnalysisJournal of Business and Economic Statistics · 1986 · 9,209 citations
31. A Concordance Correlation Coefficient to Evaluate ReproducibilityBiometrics · 1989 · 8,957 citations
32. A Rationale and Test for the Number of Factors in Factor AnalysisPsychometrika · 1965 · 8,920 citations
33. Principal Component AnalysisTechnometrics · 1988 · 8,677 citations
34. Generalized Additive ModelsChapman & Hall/CRC eBooks · 2017 · 8,459 citations
35. What is coefficient alpha? An examination of theory and applications.Journal of Applied Psychology · 1993 · 8,283 citations
36. Computation and analysis of multiple structural change modelsJournal of Applied Econometrics · 2002 · 5,812 citations
37. Efficient Tests for an Autoregressive Unit RootEconometrica · 1996 · 5,709 citations