Robust Modeling Publications

Publications in Robust Modeling

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

Robust Modeling

11.2K

Publications

801.6K

Citations

Showing yearly statistics from 2000-2026.

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	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
glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling M. Brooks, Kasper Kristensen, Koen J. van Benthem, The R Journal Glmmtmb PackageZero-inflated ModelsCount DataEngineeringRobust Modeling	2017	11.4K
Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models Simon N. Wood Journal of the Royal Statistical Society Series B (Statistical Methodology) Parameter EstimationEngineeringApproximate RemlRobust ModelingRobust Statistic	2010	7.2K
New Results in Linear Filtering and Prediction Theory R. E. Kalman, R. S. Bucy Journal of Basic Engineering State EstimationDuality PrincipleCovariance MatrixNonlinear FilteringEngineering	1961	6.3K
Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics Geir Evensen Journal of Geophysical Research Atmospheres EngineeringCoastal ModelingClimate ModelingOceanographyEarth Science	1994	5.4K
MCMC Methods for Multi-Response Generalized Linear Mixed Models: The<b>MCMCglmm</b><i>R</i>Package Jarrod D. Hadfield Journal of Statistical Software Sparse Linear SystemsEngineeringMarkov Chain Monte CarloLinear Mixed ModelsStochastic Simulation	2010	4.7K
The future of distributed models: Model calibration and uncertainty prediction K. Beven, Andrew Binley Hydrological Processes Hydrological PredictionEngineeringHydrologic EngineeringUncertainty ModelingEarth Science	1992	4.6K
Multivariate Simultaneous Generalized ARCH Robert F. Engle, Kenneth F. Kroner Econometric Theory Mathematical ProgrammingParameter EstimationEngineeringSimultaneous Equation ModelingParameter Identification	1995	4.5K
Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter Gene H. Golub, Michael T. Heath, Grace Wahba Technometrics Parameter EstimationEngineeringRobust ModelingRisk Improvement EstimatorRidge Estimate	1979	3.7K
Cubature Kalman Filters Ienkaran Arasaratnam, S. Haykin IEEE Transactions on Automatic Control Numerical AnalysisSpectral TheoryNonlinear FilteringEngineeringMarkov Chain Monte Carlo	2009	3.3K
Time Series Analysis David E. Booth Technometrics EngineeringMathematical SymbolsApplied EconometricsVector AutoregressionTime Series Econometrics	1997	3.2K
Generalized Additive Models for Location, Scale and Shape Robert A. Rigby, D. Stasinopoulos Journal of the Royal Statistical Society Series C (Applied Statistics) EngineeringStatistical Shape AnalysisShape AnalysisLocalizationGamlss Class	2005	3.1K

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