Estimation Theory Publications

Publications in Estimation Theory

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

Estimation Theory

34.7K

Publications

3.1M

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
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
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
Distribution of the Estimators for Autoregressive Time Series with a Unit Root David A. Dickey, Wayne A. Fuller Journal of the American Statistical Association Autoregressive Time SeriesRegression EstimatorEconomicsEngineeringEstimation Statistic	1979	22.7K
Smoothing and Differentiation of Data by Simplified Least Squares Procedures. Abraham. Savitzky, Marcel J. E. Golay Analytical Chemistry AltmetricsEngineeringFiltering TechniqueData ScienceDonut Icon	1964	20.7K
Another look at the instrumental variable estimation of error-components models Manuel Arellano, Olympia Bover Journal of Econometrics Econometric ModelParameter EstimationEngineeringEstimation StatisticBusiness	1995	19.1K
Bootstrap Methods: Another Look at the Jackknife B. Efron The Annals of Statistics EngineeringMachine LearningSampling OptimizationStatistical FoundationStatistical Analysis	1979	17.1K
Large Sample Properties of Generalized Method of Moments Estimators Lars Peter Hansen Econometrica Large Sample PropertiesEngineeringEstimation StatisticStatistical InferenceMathematical Statistic	1982	13.7K
Estimates of the Regression Coefficient Based on Kendall's Tau Pranab Kumar Sen Journal of the American Statistical Association Regression CoefficientRegression Coefficient βEngineeringRobust StatisticEstimation Statistic	1968	12.4K

Page 1