Most cited mathematics papers
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Bayes Estimates for the Linear Model
Lindley, D. V., & Smith, A. F. M. (1972) · Journal of the Royal Statistical Society Series B: Statistical Methodology
Statistical Methods and Bayesian InferenceOptimal Experimental Design Methods
Cited by 2,025
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Flexible Imputation of Missing Data
van Buuren, S. (2012) · Chapman & Hall/CRC eBooks
Statistical Methods and Bayesian InferenceMarkov Chains and Monte Carlo Methods
Cited by 2,022
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An investigation of transmission control measures during the first 50 days of the COVID-19 epidemic in China.
Tian, H., Liu, Y., Li, Y., Wu, C.-H., Chen, B., Kraemer, M. U. G., Li, B., Cai, J., Xu, B., Yang, Q., et al. (2020) · Science
COVID-19 epidemiological studiesCOVID-19 Prevention and Impact
Cited by 2,010
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Doubly robust estimation in missing data and causal inference models
Bang, H., & Robins, J. M. (2005) · Biometrics
Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference
Cited by 1,998
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Using Bayes to get the most out of non-significant results
Dienes, Z. (2014) · Frontiers in Psychology
Statistical Methods and Bayesian InferenceMeta-analysis and systematic reviews
Cited by 1,998
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Causal Inference in Conjoint Analysis: Understanding Multidimensional Choices via Stated Preference Experiments
Hainmueller, J., Hopkins, D. J., & Yamamoto, T. (2014) · Political Analysis
Advanced Causal Inference TechniquesEconomic and Environmental Valuation
Cited by 1,990
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Machine Learning: An Applied Econometric Approach
Mullainathan, S., & Spiess, J. (2017) · Journal of Economic Perspectives
Statistical Methods and ApplicationsMachine Learning and Algorithms
Cited by 1,989
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The unequal variance t-test is an underused alternative to Student's t-test and the Mann–Whitney U test
Ruxton, G. D. (2006) · Behavioral Ecology
Probability and Statistical ResearchStatistics Education and Methodologies
Cited by 1,988
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Regression to the mean: what it is and how to deal with it
Barnett, A. G. (2004) · International Journal of Epidemiology
Statistical Methods in EpidemiologyStatistical Methods and Bayesian Inference
Cited by 1,988
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Mediation Analysis: A Practitioner's Guide
VanderWeele, T. J. (2016) · Annual Review of Public Health
Advanced Causal Inference TechniquesStatistical Methods in Epidemiology
Cited by 1,985
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Testing Mediation and Suppression Effects of Latent Variables: Bootstrapping With Structural Equation Models
Cheung, G. W., & Lau, R. S. (2008) · Organizational Research Methods
Advanced Causal Inference TechniquesPsychometric Methodologies and Testing
Cited by 1,965
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Statistical Rethinking: A Bayesian Course with Examples in R and Stan
McElreath, R. (2020) · Chapman & Hall/CRC eBooks
Statistical Methods and Bayesian InferenceData Analysis with R
Cited by 1,959
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How Big is a Big Odds Ratio? Interpreting the Magnitudes of Odds Ratios in Epidemiological Studies
Chen, H., Cohen, P., & Chen, S. (2010) · Communications in Statistics - Simulation and Computation
Statistical Methods in EpidemiologyMeta-analysis and systematic reviews
Cited by 1,952
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Model selection and psychological theory: A discussion of the differences between the Akaike information criterion (AIC) and the Bayesian information criterion (BIC).
Vrieze, S. I. (2012) · Psychological Methods
Statistical Methods and InferencePsychometric Methodologies and Testing
Cited by 1,948
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A REVIEW OF GOODNESS OF FIT STATISTICS FOR USE IN THE DEVELOPMENT OF LOGISTIC REGRESSION MODELS1
LEMESHOW, S., & HOSMER, D. W. (1982) · American Journal of Epidemiology
Statistical Methods in EpidemiologyStatistical Methods and Inference
Cited by 1,947
- Verified · note
Statistics notes: Absence of evidence is not evidence of absence
Altman, D. G., & Bland, J. M. (1995) · BMJ
Statistical Methods in Clinical TrialsStatistical Methods in Epidemiology
Cited by 1,946
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Estimating the sample size for a pilot randomised trial to minimise the overall trial sample size for the external pilot and main trial for a continuous outcome variable
Whitehead, A. L., Julious, S. A., Cooper, C. L., & Campbell, M. J. (2016) · Statistical Methods in Medical Research
Statistical Methods in Clinical TrialsStatistical Methods in Epidemiology
Cited by 1,936
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Association of public health interventions with the epidemiology of the COVID-19 outbreak in Wuhan, China
Pan, A., Liu, L., Wang, C., Guo, H., Hao, X., Wang, Q., Huang, J., He, N., Yu, H., Lin, X., et al. (2020) · JAMA
COVID-19 epidemiological studiesCOVID-19 Prevention and Impact
Cited by 1,931
- Verified
Towards better clinical prediction models: seven steps for development and an ABCD for validation
Steyerberg, E. W., & Vergouwe, Y. (2014) · European Heart Journal
Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare
Cited by 1,928
- Verified
Variance Components
Searle, S. R., Casella, G., & McCulloch, C. E. (1992) · Wiley Series in Probability and Statistics
Statistical Methods and Bayesian InferenceAdvanced Statistical Methods and Models
Cited by 1,926
- Verified
The fractional Fourier transform and time-frequency representations
Almeida, L. B. (1994) · IEEE Transactions on Signal Processing
Mathematical Analysis and Transform MethodsDigital Filter Design and Implementation
Cited by 1,924
- Verified
Principles and practical application of the receiver-operating characteristic analysis for diagnostic tests
Greiner, M., Pfeiffer, D., & Smith, R. D. (2000) · Preventive Veterinary Medicine
Statistical Methods in EpidemiologyImbalanced Data Classification Techniques
Cited by 1,923
- Verified
Intention-to-treat concept: A review
Gupta, S. (2011) · Perspectives in Clinical Research
Statistical Methods in Clinical TrialsAdvanced Causal Inference Techniques
Cited by 1,921
- Verified
The role and interpretation of pilot studies in clinical research
Leon, A. C., Davis, L. L., & Kraemer, H. C. (2011) · Journal of Psychiatric Research
Statistical Methods in Clinical TrialsEthics in Clinical Research
Cited by 1,917
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