Statistical Inference Publications

Publications in Statistical Inference

Explore the most influential research papers and scholarly works that have shaped Statistical Inference. Use the concept filter below to focus on a specific sub-area of research.

Statistical Inference

112.7K

Publications

11.2M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing Yoav Benjamini, Yosef Hochberg Journal of the Royal Statistical Society Series B (Statistical Methodology) EngineeringStatistical FoundationPowerful ApproachDiagnosisData Mining	1995	105.5K
Fitting Linear Mixed-Effects Models Using<b>lme4</b> Douglas M. Bates, Martin Mächler, Benjamin M. Bolker, Journal of Statistical Software EngineeringLmer FunctionStatistical ModelingInteraction EffectMaximum Likelihood	2015	81.1K
Regression Shrinkage and Selection Via the Lasso Robert Tibshirani Journal of the Royal Statistical Society Series B (Statistical Methodology) EngineeringHigh-dimensional MethodRobust ModelingEstimation StatisticFeature Selection	1996	50.3K
A new look at the statistical model identification Hirotugu Akaike IEEE Transactions on Automatic Control Parameter EstimationEngineeringParameter IdentificationData ScienceFinancial Time Series Analysis	1974	49.6K
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm A. P. Dempster, N. M. Laird, Donald B. Rubin Journal of the Royal Statistical Society Series B (Statistical Methodology) Statistical Signal ProcessingMixture DistributionEngineeringData ScienceIncompleteness	1977	49.2K
Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach Fred S. Guthery, Kenneth P. Burnham, David Anderson Journal of Wildlife Management EngineeringLikelihood TheoryBiostatisticsStatistical InferenceModel Comparison	2003	42.1K
Nonparametric Estimation from Incomplete Observations Edward L. Kaplan, Paul Meier Journal of the American Statistical Association EngineeringAgingLife PredictionRare Event EstimationMortality Rates	1958	38.7K
Applied logistic regression Choice Reviews Online Quantitative MethodsEngineeringMachine LearningLogistic Regression ModelsPredictive Analytics	1990	35.6K
An Algorithm for Least-Squares Estimation of Nonlinear Parameters Donald W. Marquardt Journal of the Society for Industrial and Applied Mathematics Parameter EstimationEngineeringNonlinear OptimizationNonlinear EstimationNonlinear System Identification	1963	30.1K
The central role of the propensity score in observational studies for causal effects Paul R. Rosenbaum, Donald B. Rubin Biometrika Behavioral Decision MakingTreatment EffectConditional ProbabilityCausal EffectsSocial Influence	1983	30.1K
A Simplex Method for Function Minimization J. A. Nelder, R. Mead The Computer Journal Numerical AnalysisMathematical ProgrammingLarge-scale Global OptimizationEngineeringUnconstrained Optimization	1965	28.5K
Latent dirichlet allocation David M. Blei, Andrew Y. Ng, Michael I. Jordan Journal of Machine Learning Research Latent Dirichlet AllocationEngineeringCorpus LinguisticsAutomatic SummarizationText Mining	2003	26.9K

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