Most-cited papers on Sample Size and Generalizability

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. Sample Size Requirements for Precise Estimates of Reliability, Generalizability, and Validity Coefficients

   1999 · Journal of Clinical and Experimental Neuropsychology · Charter, Richard A.

   204 cited

2. Power/Sample Size Calculations for Generalized Linear Models

   1988 · Biometrics · Self, Steven G., Mauritsen, Robert H.

   150 cited

3. Solving the small sample size problem in face recognition using generalized discriminant analysis

   2005 · Pattern Recognition · Howland, Peg, Wang, Jianlin, Park, Haesun

   120 cited

4. Power and sample size calculations for generalized regression models with covariate measurement error

   2003 · Statistics in Medicine · Tosteson, Tor D., Buzas, Jeffrey S., Demidenko, Eugene et al.

   77 cited

5. Generalizing the PAC model: sample size bounds from metric dimension-based uniform convergence results

   1989 · Haussler, David

   67 cited

6. On Power and Sample Size Calculations for Likelihood Ratio Tests in Generalized Linear Models

   2000 · Biometrics · Shieh, Gwowen

   66 cited

7. Toward Generalizable Machine Learning Models in Speech, Language, and Hearing Sciences: Estimating Sample Size and Reducing Overfitting

   2024 · Journal of Speech Language and Hearing Research · Ghasemzadeh, Hamzeh, Hillman, Robert E., Mehta, Daryush D.

   60 cited

8. GENERALIZED VARIANCE CHART DESIGN WITH ADAPTIVE SAMPLE SIZES. THE BIVARIATE CASE

   2001 · Communications in Statistics - Simulation and Computation · Aparisi, Francisco, Jabaloyes, José, Carrión, Andrés

   60 cited

9. Sample Size and Power Calculations for Periodontal and Other Studies with Clustered Samples Using the Method of Generalized Estimating Equations

   1997 · Biometrical Journal · Shih, Weichung Joseph

   56 cited

10. Minimum Sample Size Determination for Generalized Extreme Value Distribution

    2010 · Communications in Statistics - Simulation and Computation · Cai, Yuzhi, Hames, Dominic

    52 cited

11. Sample size and power calculations based on generalized linear mixed models with correlated binary outcomes

    2008 · Computer Methods and Programs in Biomedicine · Dang, Qianyu, Mazumdar, Sati, Houck, Patricia R.

    45 cited

12. Sample Size Calculations for Controlled Clinical Trials Using Generalized Estimating Equations (GEE)

    2004 · Methods of Information in Medicine · Rochon, James, König, Inke R., Ziegler, Andreas et al.

    41 cited

13. Cohesive crack analysis of size effect for samples with blunt notches and generalized size effect curve for quasi-brittle materials

    2018 · Engineering Fracture Mechanics · Luzio, Giovanni Di, Cusatis, Gianluca

    39 cited

14. Prediction of future generalized order statistics based on exponential distribution with random sample size

    2016 · Statistical Papers · Barakat, H. M., Nigm, E. M., El-Adll, Magdy E. et al.

    35 cited

15. Bayes two-sample prediction of generalized order statistics with fixed and random sample size

    2009 · Journal of Statistical Computation and Simulation · AL-Hussaini, Essam K., Al-Awadhi, Fahimah

    27 cited

16. Sample Size for Estimation of G and Phi Coefficients in Generalizability Theory.

    2013 · Eurasian Journal of Educational Research · Atılgan, Hakan

    25 cited

17. Power and Sample Size Calculations for Generalized Estimating Equations via Local Asymptotics

    2011 · Statistica Sinica · Li, Zhigang, McKeague, Ian W.

    24 cited

18. Sample Size Calculations Based on Generalized Estimating Equations for Population Pharmacokinetic Experiments

    2006 · Journal of Biopharmaceutical Statistics · Ogungbenro, Kayode, Aarons, Leon, Graham, Gordon

    22 cited

19. Studying Lexical Dynamics and Language Change via Generalized Entropies: The Problem of Sample Size

    2019 · Entropy · Koplenig, Alexander, Wolfer, Sascha, Müller-Spitzer, Carolin

    21 cited

20. The Generalized Jackknife: Finite Samples and Subsample Sizes

    1976 · Journal of the American Statistical Association · Sharot, Trevor

    17 cited

21. Approximated fast estimator for the shape parameter of generalized Gaussian distribution for a small sample size

    2015 · Bulletin of the Polish Academy of Sciences Technical Sciences · Krupiński, Robert

    15 cited

22. New generalized class of estimators for estimation of finite population mean based on probability proportional to size sampling using two auxiliary variables: A simulation study

    2023 · Science Progress · Ahmad, Sohaib, Shabbir, Javid, Zahid, Erum et al.

    14 cited

23. Type‐II generalized family‐wise error rate formulas with application to sample size determination

    2016 · Statistics in Medicine · Delorme, P, Micheaux, Pierre Lafaye de, Liquet, Benoît et al.

    13 cited

24. A unified approach to sample size and power determination for testing parameters in generalized linear and time‐to‐event regression models

    2020 · Statistics in Medicine · Martens, Michael J., Logan, Brent R.

    12 cited

25. Generalized sample size determination formulas for experimental research with hierarchical data

    2013 · Behavior Research Methods · Usami, Satoshi

    12 cited

26. Sample Size Determination for Multilevel Hierarchical Designs Using Generalized Linear Mixed Models

    2017 · Biometrics · Amatya, Anup, Bhaumik, Dulal K.

    11 cited

27. Generalized nonlinear discriminant analysis and its small sample size problems

    2010 · Neurocomputing · Zhang, Li, Zhou, Wei Da, Chang, Pei‐Chann

    11 cited

28. Generalized Aifantis strain gradient plasticity model with internal length scale dependence on grain size, sample size and strain

    2022 · Acta Mechanica Sinica · Zhao, Jianfeng, Zhang, Bo, Liu, Dabiao et al.

    10 cited

29. Parameter Estimations of the Generalized Extreme Value Distributions for Small Sample Size

    2020 · Mathematics and Statistics · Roslan, RaziraAniza, Chin, Su Na, Gabda, Darmesah

    10 cited