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Keyword

functional data

Description: A statistical data type in which each observation is a function or curve, often analyzed as a whole rather than as separate measurements.
OpenAlex ID: keywords/functional-data
Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology
2015 · Sue Richards, Nazneen Aziz, et al. · Genetics in Medicine · 32,489
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Functional Data Analysis
2005 · J. O. Ramsay · Encyclopedia of Statistical Sciences · 2,829
Functional Data Analysis
1999 · Eiji Muraki, J. O. Ramsay, et al. · Journal of Educational and Behavioral Statistics · 1,012
Functional Data Analysis, 2nd Edn
2005 · J. O. Ramsay, B. W. Silverman · 977
Functional Data Analysis
2015 · James O. Ramsay, Bernard W. Silverman · Elsevier eBooks · 550
Applied Functional Data Analysis
2003 · Henry W Altland · Technometrics · 494
Trajectory clustering with mixtures of regression models
1999 · Scott Gaffney, Padhraic Smyth · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 447
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Wiener processes with random effects for degradation data
2008 · Xiao Wang · Journal of Multivariate Analysis · 395
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Functional Data Analysis. Springer Series in Statistics
1998 · J.O. Ramsay, B.W. Silvermann · Biometrical Journal · 370
Robust principal component analysis for functional data
1999 · N. Locantore, J. S. Marron, et al. · Test · 367
A partial overview of the theory of statistics with functional data
2013 · Antonio Cuevas · Journal of Statistical Planning and Inference · 365
Lidar remote sensing of forest biomass: A scale-invariant estimation approach using airborne lasers
2008 · Kaiguang Zhao, Sorin Popescu, et al. · Remote Sensing of Environment · 346
Trimmed means for functional data
2001 · Ricardo Fraiman, Graciela Muniz · Test · 344
When the Data are Functions
1982 · J. O. Ramsay · Psychometrika · 300
Rainbow Plots, Bagplots, and Boxplots for Functional Data
2010 · Rob J. Hyndman, Han Lin Shang · Journal of Computational and Graphical Statistics · 294
Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data
2010 · Yehua Li, Tailen Hsing · The Annals of Statistics · 288
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Conditional scores and optimal scores for generalized linear measurement-error models
1987 · LEONARD A. STEFANSKI, RAYMOND J. CARROLL · Biometrika · 283
Robust estimation and classification for functional data via projection-based depth notions
2007 · Antonio Cuevas, Manuel Febrero, et al. · Computational Statistics · 282
Computer model validation with functional output
2007 · M. J. Bayarri, D. Walsh, et al. · The Annals of Statistics · 246
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Nonparametric Regression on Functional Data: Inference and Practical Aspects
2007 · Frédéric Ferraty, André Mas, et al. · Australian & New Zealand Journal of Statistics · 234
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A survey of functional principal component analysis
2013 · Han Lin Shang · AStA Advances in Statistical Analysis · 230
Nonparametric regression estimation for dependent functional data: asymptotic normality
2004 · Elias Masry · Stochastic Processes and their Applications · 228
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Outlier detection in functional data by depth measures, with application to identify abnormal NOx levels
2007 · Manuel Febrero, Pedro Galeano, et al. · Environmetrics · 224
Multiscale Testing of Qualitative Hypotheses
2001 · Lutz Dümbgen, Vladimir G. Spokoiny · The Annals of Statistics · 223
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Generalized Functional ANOVA Diagnostics for High-Dimensional Functions of Dependent Variables
2007 · Giles Hooker · Journal of Computational and Graphical Statistics · 219
Works count: 2,312
Citation count: 64,080
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