Most cited mathematics papers
- Verified
Feature Selection with the Boruta Package
Kursa, M. B., & Rudnicki, W. R. (2010) · Journal of Statistical Software
Statistical Methods and InferenceData Analysis with R
Cited by 5,659
- Verified
A Simple Test for Heteroscedasticity and Random Coefficient Variation
Breusch, T. S., & Pagan, A. R. (1979) · Econometrica
Advanced Statistical Methods and ModelsSpatial and Panel Data Analysis
Cited by 5,647
- Verified · note
Introduction to Statistical Mediation Analysis
MacKinnon, D. P. (2012) · Routledge eBooks
Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference
Cited by 5,618
- Verified
A Direct Approach to False Discovery Rates
Storey, J. D. (2002) · Journal of the Royal Statistical Society Series B: Statistical Methodology
Statistical Methods in Clinical TrialsStatistical Methods and Inference
Cited by 5,603
- Verified
Marginal Structural Models and Causal Inference in Epidemiology
Robins, J. M., Hernán, M. Á., & Brumback, B. (2000) · Epidemiology
Advanced Causal Inference TechniquesStatistical Methods in Epidemiology
Cited by 5,581
- Verified
Synthetic control methods for comparative case studies: estimating the effect of California's tobacco control program
Abadie, A., Diamond, A., & Hainmueller, J. (2010) · Journal of the American Statistical Association
Advanced Causal Inference TechniquesSmoking Behavior and Cessation
Cited by 5,513
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Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme
Heckman, J. J., Ichimura, H., & Todd, P. E. (1997) · The Review of Economic Studies
Advanced Causal Inference TechniquesEvaluation and Performance Assessment
Cited by 5,486
- Verified
Matching Methods for Causal Inference: A Review and a Look Forward
Stuart, E. A. (2010) · Statistical Science
Advanced Causal Inference TechniquesStatistical Methods and Inference
Cited by 5,478
- Verified
The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
Chicco, D., Warrens, M. J., & Jurman, G. (2021) · PeerJ Computer Science
Advanced Statistical Methods and ModelsStatistical Methods and Applications
Cited by 5,380
- Verified · note
Unobservable Selection and Coefficient Stability: Theory and Evidence
Oster, E. (2019) · Journal of Business & Economic Statistics
Advanced Causal Inference TechniquesSpatial and Panel Data Analysis
Cited by 5,367
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Instrumental Variables Regression with Weak Instruments
Staiger, D., & Stock, J. (1994) · National Bureau of Economic Research
Advanced Causal Inference TechniquesSpatial and Panel Data Analysis
Cited by 5,302
- Verified
Statistics and Causal Inference
Holland, P. W. (1986) · Journal of the American Statistical Association
Advanced Causal Inference TechniquesPhilosophy and History of Science
Cited by 5,293
- Verified
Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations
Rue, H., Martino, S., & Chopin, N. (2009) · Journal of the Royal Statistical Society Series B: Statistical Methodology
Markov Chains and Monte Carlo MethodsGaussian Processes and Bayesian Inference
Cited by 5,279
- Verified · note
Assessing the Performance of Prediction Models: A Framework for Traditional and Novel Measures
Steyerberg, E. W., Vickers, A. J., Cook, N. R., Gerds, T., Gonen, M., Obuchowski, N., Pencina, M. J., & Kattan, M. W. (2010) · Epidemiology
Statistical Methods in EpidemiologyStatistical Methods and Inference
Cited by 5,170
- Verified
A Practitioner’s Guide to Cluster-Robust Inference
Colin Cameron, A., & Miller, D. L. (2015) · Journal of Human Resources
Advanced Causal Inference TechniquesSpatial and Panel Data Analysis
Cited by 5,037
- Verified
Bias reduction of maximum likelihood estimates
FIRTH, D. (1993) · Biometrika
Statistical Methods and Bayesian InferenceStatistical Methods and Inference
Cited by 5,035
- Verified
Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects
de Chaisemartin, C., & D’Haultfœuille, X. (2020) · American Economic Review
Advanced Causal Inference TechniquesSpatial and Panel Data Analysis
Cited by 5,031
- Verified
Multiple comparisons among means
Dunn, O. J. (1961) · Journal of the American Statistical Association
Probability and Statistical ResearchStatistical Methods and Applications
Cited by 5,006
- Verified
Applied multivariate statistics for the social sciences
Stevens, J. P., & Stevens, J. P. (2001) · Psychology Press eBooks
Statistical Methods and ApplicationsPsychometric Methodologies and Testing
Cited by 4,993
- Verified
The relative performance of full information maximum likelihood estimation for missing data in structural equation models
Enders, C., & Bandalos, D. (2001) · Structural Equation Modeling: A Multidisciplinary Journal
Statistical Methods and Bayesian InferencePsychometric Methodologies and Testing
Cited by 4,978
- Verified
An iterative thresholding algorithm for linear inverse problems with a sparsity constraint.
Daubechies, I., Defrise, M., & De Mol, C. (2004) · Communications on Pure and Applied Mathematics
Numerical methods in inverse problemsSparse and Compressive Sensing Techniques
Cited by 4,958
- Verified
Generalized Additive Models
Wood, S. N. (2006) · Chapman & Hall/CRC eBooks
Statistical Methods and ApplicationsStatistical Methods and Inference
Cited by 4,953
- Verified
Recent Developments in the Econometrics of Program Evaluation
Imbens, G. W., & Wooldridge, J. M. (2009) · Journal of Economic Literature
Advanced Causal Inference TechniquesEvaluation and Performance Assessment
Cited by 4,926
- Verified
MuMIn: Multi-Model Inference
Bartoń, K. (2010) · CRAN: Contributed Packages
Statistical Methods and InferenceData Analysis with R
Cited by 4,829
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