Check mathematics papers: citations, claims and retractions

Mendelian randomisation for mediation analysis: current methods and challenges for implementation

Carter, A. R., Sanderson, E., Hammerton, G., Richmond, R. C., Davey Smith, G., Heron, J., Taylor, A. E., Davies, N. M., & Howe, L. D. (2021) · European Journal of Epidemiology

Advanced Causal Inference TechniquesGenetic Associations and Epidemiology

Cited by 1,215

Estimating the population attributable risk for multiple risk factors using case-control data.

BRUZZI, P., GREEN, S. B., BYAR, D. P., BRINTON, L. A., & SCHAIRER, C. (1985) · American Journal of Epidemiology

Statistical Methods in EpidemiologyGlobal Cancer Incidence and Screening

Cited by 1,214

An Introduction to Sample Selection Bias in Sociological Data

Berk, R. A. (1983) · American Sociological Review

Survey Sampling and Estimation TechniquesSurvey Methodology and Nonresponse

Cited by 1,213

Fine-Tuning Some Resistant Rules for Outlier Labeling

Hoaglin, D. C., & Iglewicz, B. (1987) · Journal of the American Statistical Association

Advanced Statistical Methods and ModelsAnomaly Detection Techniques and Applications

Cited by 1,211

Age-specific mortality and immunity patterns of SARS-CoV-2

O’Driscoll, M., Ribeiro Dos Santos, G., Wang, L., Cummings, D. A. T., Azman, A. S., Paireau, J., Fontanet, A., Cauchemez, S., & Salje, H. (2021) · Nature

COVID-19 epidemiological studiesSARS-CoV-2 and COVID-19 Research

Cited by 1,210

Tests of the three-path mediated effect

Taylor, A. B., MacKinnon, D. P., & Tein, J.-Y. (2008) · Organizational Research Methods

Advanced Causal Inference TechniquesPsychometric Methodologies and Testing

Cited by 1,209

Markov chain Monte Carlo without likelihoods

Marjoram, P., Molitor, J., Plagnol, V., & Tavaré, S. (2003) · Proceedings of the National Academy of Sciences

Markov Chains and Monte Carlo MethodsStatistical Methods and Bayesian Inference

Cited by 1,199

Risk prediction models: II. External validation, model updating, and impact assessment

Moons, K. G. M., Kengne, A. P., Grobbee, D. E., Royston, P., Vergouwe, Y., Altman, D. G., & Woodward, M. (2012) · Heart

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 1,195

Dominance analysis: A new approach to the problem of relative importance of predictors in multiple regression.

Budescu, D. V. (1993) · Psychological Bulletin

Advanced Statistical Methods and ModelsStatistical Methods and Applications

Cited by 1,193

Statistical data analysis in the computer age

Efron, B., & Tibshirani, R. (1991) · Science

Statistical Methods and ApplicationsStatistical and numerical algorithms

Cited by 1,192

Efficient Estimation of a System of Regression Equations when Disturbances are Both Serially and Contemporaneously Correlated

Parks, R. W. (1967) · Journal of the American Statistical Association

Advanced Statistical Methods and ModelsStatistical and numerical algorithms

Cited by 1,188

Digital computation of the fractional Fourier transform

Ozaktas, H. M., Arikan, O., Kutay, M. A., & Bozdagt, G. (1996) · IEEE Transactions on Signal Processing

Mathematical Analysis and Transform MethodsDigital Filter Design and Implementation

Cited by 1,187

Confounding and collinearity in regression analysis: a cautionary tale and an alternative procedure, illustrated by studies of British voting behaviour

Johnston, R., Jones, K., & Manley, D. (2018) · Quality & Quantity

Advanced Statistical Methods and ModelsStatistical Methods and Applications

Cited by 1,181

A simple, step-by-step guide to interpreting decision curve analysis

Vickers, A. J., van Calster, B., & Steyerberg, E. W. (2019) · Diagnostic and Prognostic Research

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 1,174

The analysis of count data: a gentle introduction to poisson regression and its alternatives.

Coxe, S., West, S. G., & Aiken, L. S. (2009) · Journal of Personality Assessment

Statistical Methods and Bayesian InferenceStatistical Distribution Estimation and Applications

Cited by 1,172

Prognosis and prognostic research: Developing a prognostic model

Royston, P., Moons, K. G. M., Altman, D. G., & Vergouwe, Y. (2009) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 1,172

Endogenous Selection Bias: The Problem of Conditioning on a Collider Variable

Elwert, F., & Winship, C. (2014) · Annual Review of Sociology

Advanced Causal Inference TechniquesBayesian Modeling and Causal Inference

Cited by 1,168

Subgroup analysis and other (mis)uses of baseline data in clinical trials

Assmann, S. F., Pocock, S. J., Enos, L. E., & Kasten, L. E. (2000) · The Lancet

Statistical Methods in Clinical TrialsMeta-analysis and systematic reviews

Cited by 1,167

Multivariate Density Estimation: Theory, Practice, and Visualization

Scott, D. W. (2015) · Wiley Series in Probability and Statistics

Statistical Methods and ApplicationsStatistical Methods and Inference

Cited by 1,165

Net benefit approaches to the evaluation of prediction models, molecular markers, and diagnostic tests

Vickers, A. J., Van Calster, B., & Steyerberg, E. W. (2016) · BMJ

Statistical Methods in EpidemiologyHealth Systems, Economic Evaluations, Quality of Life

Cited by 1,163

Machine Learning Methods That Economists Should Know About

Athey, S., & Imbens, G. W. (2019) · Annual Review of Economics

Advanced Causal Inference TechniquesStatistical Methods and Inference

Cited by 1,163

Optimum Character of the Sequential Probability Ratio Test

Wald, A., & Wolfowitz, J. (1948) · The Annals of Mathematical Statistics

Probability and Statistical ResearchStatistical Methods in Clinical Trials

Cited by 1,162

Quantifying and Testing Indirect Effects in Simple Mediation Models When the Constituent Paths Are Nonlinear

Hayes, A. F., & Preacher, K. J. (2010) · Multivariate Behavioral Research

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 1,160

Assessing the Generalizability of Prognostic Information

Justice, A. C., Covinsky, K. E., & Berlin, J. A. (1999) · Annals of Internal Medicine

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 1,160