Functional Data Analysis Publications

Publications in Functional Data Analysis

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

Functional Data Analysis

36.3K

Publications

3.4M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
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
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
Multivariate Data Analysis. H. Herne, William W. Cooley, Paul R. Lohnes Journal of the Royal Statistical Society Series A (General) Parallel AnalysisUnivariate AnalysisMultivariate Data AnalysisEngineeringData Science	1973	35.8K
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
Comparative fit indexes in structural models. Peter M. Bentler Psychological Bulletin Estimation StatisticNew IndexBiostatisticsStatistical InferenceComparative Fit Indexes	1990	23.5K
Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach Elizabeth R. DeLong, David M. DeLong, Daniel L. Clarke‐Pearson Biometrics EngineeringNew TestsGeneralizability TheoryStatistical FoundationDiagnosis	1988	21.5K
Toward reliable density functional methods without adjustable parameters: The PBE0 model Carlo Adamo, Vincenzo Barone The Journal of Chemical Physics Numerical AnalysisEngineeringComputational ChemistryChemistryElectronic Structure	1999	18.3K
Significance tests and goodness of fit in the analysis of covariance structures. Peter M. Bentler, Douglas G. Bonett Psychological Bulletin Factor ModelsGeneralizability TheoryEducationPsychometricsNull Model	1980	18K
Inference from Iterative Simulation Using Multiple Sequences Andrew Gelman, Donald B. Rubin Statistical Science Simulation MethodologyIterative SimulationBayesian StatisticEngineeringData Science	1992	16.3K
Differential expression analysis for sequence count data Simon Anders, Wolfgang Huber Genome biology EngineeringGenomicsGene Expression ProfilingHigh Throughput SequencingDifferential Expression Analysis	2010	16.1K
Nonlinear Dimensionality Reduction by Locally Linear Embedding Sam T. Roweis, Lawrence K. Saul Science Geometric LearningImage AnalysisMachine LearningData ScienceData Mining	2000	14.9K
Functional evaluation : Barthel index F. I. Mahonery Medical Entomology and Zoology Information RetrievalEvaluation MeasureBarthel IndexEvaluation TechniqueEconomic Analysis	1965	12.9K

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