Keyword

functional regression

Description: A regression analysis method that models relationships involving functional data, such as curves or time-varying measurements, in statistics.

Primary topic: Advanced Statistical Methods and Models (45%)

Wikidata ID: wiki/Q30672211

OpenAlex ID: keywords/functional-regression

Functional Data Analysis

2005 · J. O. Ramsay, B. W. Silverman · Springer series in statistics · 3,799

Linear Regressions in Fishery Research

1973 · W. E. Ricker · Journal of the Fisheries Research Board of Canada · 1,804

Functional Data Analysis

1998 · J. S. Marron, J. O. Ramsey, et al. · Journal of the American Statistical Association · 1,401

Applied Functional Data Analysis: Methods and Case Studies

2002 · Springer eBooks · 1,065

Functional Data Analysis, 2nd Edn

2005 · J. O. Ramsay, B. W. Silverman · 977

Functional Data Analysis

1997 · J. O. Ramsay, B. W. Silverman · Springer series in statistics · 933

Generalized functional linear models

2005 · Hans-Georg Müller, Ulrich Stadtmüller · The Annals of Statistics · 582

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Nonparametric Functional Data Analysis: Theory and Practice (Springer Series in Statistics)

2006 · Frédéric Ferraty, Philippe Vieu · 523

Functional Regression

2015 · Jeffrey S. Morris · Annual Review of Statistics and Its Application · 423

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Statistical Computing in Functional Data Analysis: TheRPackagefda.usc

2012 · Manuel Febrero-Bande, Manuel Oviedo de la Fuente · Journal of Statistical Software · 409

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

Gaussian Process Regression Analysis for Functional Data

2011 · Jian Qing Shi, Taeryon Choi · Chapman & Hall/CRC eBooks · 321

Regression Analysis for a Functional Response

1997 · Julian J. Faraway · Technometrics · 294

Analysis of Variance for Functional Data

2013 · Jin-Ting Zhang · Chapman & Hall/CRC eBooks · 262

The Oxford Handbook of Functional Data Analysis

2018 · Oxford University Press eBooks · 253

Functional Additive Models

2008 · Hans-Georg Müller, Fang Yao · Journal of the American Statistical Association · 240

Functional Additive Mixed Models

2014 · Fabian Scheipl, Ana-Maria Staicu, et al. · Journal of Computational and Graphical Statistics · 235

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

Functional Data Analysis

2004 · J. O. Ramsay · Encyclopedia of Statistical Sciences · 207

Functional data analysis for density functions by transformation to a Hilbert space

2015 · Alexander Petersen, Hans-Georg Müller · The Annals of Statistics · 196

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Functional Modelling and Classification of Longitudinal Data*

2005 · HANS-GEORG MULLER · Scandinavian Journal of Statistics · 192

Testing Hypotheses in the Functional Linear Model

2003 · Hervé Cardot, Frédéric Ferraty, et al. · Scandinavian Journal of Statistics · 182

Single and multiple index functional regression models with nonparametric link

2012 · Chen, Dong, Hall, Peter, et al. · eScholarship (California Digital Library) · 177

Works count: 1,150

Citation count: 25,460