Most-cited papers on Model Generalizability

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

1. Generalized Linear Models

   2005 · Statistics for biology and health

   20,453 cited

2. Longitudinal data analysis using generalized linear models

   1986 · Biometrika · Liang, Kung‐Yee, Zeger, Scott L.

   18,043 cited

3. Regularization Paths for Generalized Linear Models via Coordinate Descent

   2010 · Journal of Statistical Software · Friedman, Jerome H., Hastie, Trevor, Tibshirani, Robert

   16,893 cited

4. glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling

   2017 · The R Journal · Brooks, Mollie,E., Kristensen, Kasper, Benthem, Koen,J.,van et al.

   12,145 cited

5. A general and simple method for obtaining <i>R</i> ² from generalized linear mixed‐effects models

   2012 · Methods in Ecology and Evolution · Nakagawa, Shinichi, Schielzeth, Holger

   10,018 cited

6. Generalized linear mixed models: a practical guide for ecology and evolution

   2009 · Trends in Ecology & Evolution · Bolker, Benjamin M., Brooks, M., Clark, Connie J. et al.

   8,722 cited

7. Generalized Additive Models.

   1991 · Biometrics · Brown, Richard A., Hastie, Trevor, Tibshirani, Robert

   8,298 cited

8. Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models

   2010 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · Wood, Simon N.

   7,469 cited

9. Generalized impulse response analysis in linear multivariate models

   1998 · Economics Letters · Pesaran, M. Hashem, Shin, Yongcheol

   5,986 cited

10. Generalized Linear Models (2nd ed.).

    1993 · Journal of the American Statistical Association · Therneau, Terry M., McCullagh, Peter, Nelder, J. A.

    4,954 cited

11. MCMC Methods for Multi-Response Generalized Linear Mixed Models: The<b>MCMCglmm</b><i>R</i>Package

    2010 · Journal of Statistical Software · Hadfield, Jarrod D.

    4,740 cited

12. Models for Longitudinal Data: A Generalized Estimating Equation Approach

    1988 · Biometrics · Zeger, Scott L., Liang, Kung‐Yee, Albert, Paul S.

    4,516 cited

13. Approximate Inference in Generalized Linear Mixed Models

    1993 · Journal of the American Statistical Association · Breslow, N. E., Clayton, David

    4,193 cited

14. Modelling the Coherence in Short-Run Nominal Exchange Rates: A Multivariate Generalized Arch Model

    1990 · The Review of Economics and Statistics · Bollerslev, Tim

    3,569 cited

15. Generalized Additive Models for Location, Scale and Shape

    2005 · Journal of the Royal Statistical Society Series C (Applied Statistics) · Rigby, Robert A., Stasinopoulos, D.

    3,194 cited

16. Generalizing RNA velocity to transient cell states through dynamical modeling

    2020 · Nature Biotechnology · Bergen, Volker, Lange, Marius, Peidli, Stefan et al.

    3,023 cited

17. The coefficient of determination <i>R</i> ² and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded

    2017 · Journal of The Royal Society Interface · Nakagawa, Shinichi, Johnson, P., Schielzeth, Holger

    2,673 cited

18. An Introduction to Generalized Linear Models.

    1991 · Journal of the American Statistical Association · Chang, Potter C., Dobson, Annette J.

    2,555 cited

19. Exploring protein native states and large‐scale conformational changes with a modified generalized born model

    2004 · Proteins Structure Function and Bioinformatics · Onufriev, Alexey V., Bashford, Donald, Case, David A.

    2,529 cited

20. Generalized, Linear, and Mixed Models

    2000 · Wiley series in probability and statistics · McCulloch, Charles E., Searle, S. R.

    2,373 cited