Most cited mathematics papers
- Verified
A Course in Metric Geometry
Burago, D., Burago, Y., & Ivanov, S. (2001) · Graduate Studies in Mathematics
Geometric Analysis and Curvature FlowsAdvanced Differential Geometry Research
Cited by 2,598
- Verified
An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.
Strobl, C., Malley, J., & Tutz, G. (2009) · Psychological Methods
Statistical Methods and InferenceStatistical Methods and Applications
Cited by 2,583
- Verified
Review: a gentle introduction to imputation of missing values.
Donders, A. R. T., van der Heijden, G. J. M. G., Stijnen, T., & Moons, K. G. M. (2006) · Journal of Clinical Epidemiology
Statistical Methods and Bayesian InferenceStatistical Methods in Epidemiology
Cited by 2,582
- Verified
MCMC Using Hamiltonian Dynamics
Neal, R. M. (2011) · Handbook of Markov Chain Monte Carlo
Markov Chains and Monte Carlo MethodsTheoretical and Computational Physics
Cited by 2,574
- Verified
Fast Discrete Curvelet Transforms
Candès, E., Demanet, L., Donoho, D., & Ying, L. (2006) · Multiscale Modeling & Simulation
Mathematical Analysis and Transform MethodsImage and Signal Denoising Methods
Cited by 2,573
- Verified
Design and analysis of pilot studies: recommendations for good practice
Lancaster, G. A., Dodd, S., & Williamson, P. R. (2004) · Journal of Evaluation in Clinical Practice
Statistical Methods in Clinical TrialsMeta-analysis and systematic reviews
Cited by 2,572
- Verified
Sample size determination and power analysis using the G*Power software
Kang, H. (2021) · Journal of Educational Evaluation for Health Professions
Statistical Methods in EpidemiologyStatistical Methods in Clinical Trials
Cited by 2,572
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Mediators and Moderators of Treatment Effects in Randomized Clinical Trials
Kraemer, H. C., Wilson, G. T., Fairburn, C. G., & Agras, W. S. (2002) · Archives of General Psychiatry
Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials
Cited by 2,562
- Verified
CONSORT statement: extension to cluster randomised trials
Campbell, M. K., Elbourne, D. R., & Altman, D. G. (2004) · BMJ
Statistical Methods in Clinical TrialsMeta-analysis and systematic reviews
Cited by 2,557
- Verified
Amelia II: A Program for Missing Data
Honaker, J., King, G., & Blackwell, M. (2011) · Journal of Statistical Software
Statistical Methods and Bayesian InferenceData Analysis with R
Cited by 2,552
- Verified
Feasibility of controlling COVID-19 outbreaks by isolation of cases and contacts
Hellewell, J., Abbott, S., Gimma, A., Bosse, N. I., Jarvis, C. I., Russell, T. W., Munday, J. D., Kucharski, A. J., Edmunds, W. J., Sun, F., et al. (2020) · The Lancet Global Health
COVID-19 epidemiological studiesMathematical and Theoretical Epidemiology and Ecology Models
Cited by 2,550
- Verified
Probabilistic programming in Python using PyMC3
Salvatier, J., Wiecki, T. V., & Fonnesbeck, C. (2016) · PeerJ Computer Science
Markov Chains and Monte Carlo MethodsBayesian Modeling and Causal Inference
Cited by 2,544
- Verified
The collinearity problem in linear regression. The Partial Least Squares (PLS) approach to generalized inverses
Wold, S., Ruhe, A., Wold, H., & Dunn, III (1984) · SIAM Journal on Scientific and Statistical Computing
Advanced Statistical Methods and ModelsStatistical Methods and Applications
Cited by 2,529
- Verified
Deep Convolutional Neural Network for Inverse Problems in Imaging
Jin, K. H., McCann, M. T., Froustey, E., & Unser, M. (2017) · IEEE Transactions on Image Processing
Numerical methods in inverse problemsMedical Imaging Techniques and Applications
Cited by 2,529
- Verified
The problem of overfitting.
Hawkins, D. M. (2004) · Journal of Chemical Information and Computer Sciences
Statistical Methods and ApplicationsSpectroscopy and Chemometric Analyses
Cited by 2,522
- Verified
High-dimensional graphs and variable selection with the Lasso
Meinshausen, N., & Bühlmann, P. (2006) · The Annals of Statistics
Statistical Methods and InferenceSparse and Compressive Sensing Techniques
Cited by 2,521
- Verified
Bartik Instruments: What, When, Why, and How
Goldsmith-Pinkham, P., Sorkin, I., & Swift, H. (2020) · American Economic Review
Advanced Causal Inference TechniquesSpatial and Panel Data Analysis
Cited by 2,521
- Verified
Modelling spatial patterns.
Ripley, B. D. (1977) · Journal of the Royal Statistical Society Series B: Statistical Methodology
Point processes and geometric inequalitiesSpatial and Panel Data Analysis
Cited by 2,511
- Verified
Bayesian inference for causal effects: The role of randomization
Rubin, D. B. (1978) · The Annals of Statistics
Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference
Cited by 2,503
- Verified
A Note on Robust Variance Estimation for Cluster‐Correlated Data
Williams, R. L. (2000) · Biometrics
Survey Sampling and Estimation TechniquesStatistical Methods and Bayesian Inference
Cited by 2,501
- Verified
Simulation Study of Confounder-Selection Strategies
Maldonado, G., & Greenland, S. (1993) · American Journal of Epidemiology
Advanced Causal Inference TechniquesStatistical Methods in Epidemiology
Cited by 2,491
- Verified
A practical solution to the pervasive problems ofp values
Wagenmakers, E.-J. (2007) · Psychonomic Bulletin & Review
Statistical Methods and Bayesian InferenceMeta-analysis and systematic reviews
Cited by 2,490
- Verified
Random Geometric Graphs
Penrose, M. (2003) · Oxford University Press eBooks
Point processes and geometric inequalitiesComplex Network Analysis Techniques
Cited by 2,480
- Verified
SIMR : an R package for power analysis of generalized linear mixed models by simulation
Green, P., & MacLeod, C. J. (2016) · Methods in Ecology and Evolution
Statistical Methods and Bayesian InferenceStatistical Methods in Clinical Trials
Cited by 2,467
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