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Functional data analysis

Known as: FDA (disambiguation) 
Functional data analysis (FDA) is a branch of statistics that analyses data providing information about curves, surfaces or anything else varying… 
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Related topics

Related topics

4 relations
Dynamic time warpingEstimation theoryFunctional principal component analysisSmoothing spline

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Remaining Useful Life Estimation Using Functional Data Analysis
Remaining Useful Life (RUL) of an equipment or one of its components is defined as the time left until the equipment or component… 
2018
2018
A Functional Data Analysis Approach to Traffic Volume Forecasting
Traffic volume forecasts are used by many transportation analysis and management systems to better characterize and react to… 
Highly Cited
2015
Highly Cited
2015
Functional Data Analysis of Amplitude and Phase Variation
The abundance of functional observations in scientific endeavors has led to a significant development in tools for functional… 
Review
2015
Review
2015
Quantifying Infinite-Dimensional Data: Functional Data Analysis in Action
Functional data analysis (FDA) is concerned with inherently infinite-dimensional data objects and therefore can be viewed as part… 
Highly Cited
2013
Highly Cited
2013
The Real Consequences of Financial Stress
Highly Cited
2012
Highly Cited
2012
Exploratory functional flood frequency analysis and outlier detection
The prevention of flood risks and the effective planning and management of water resources require river flows to be continuously… 
Highly Cited
2012
Highly Cited
2012
Differential privacy for functions and functional data
Differential privacy is a rigorous cryptographically-motivated characterization of data privacy which may be applied when… 
Highly Cited
2009
Highly Cited
2009
Modeling Hazard Rates as Functional Data for the Analysis of Cohort Lifetables and Mortality Forecasting
As world populations age, the analysis of demographic mortality data and demographic predictions of future mortality have met… 
Highly Cited
2008
Highly Cited
2008
Price formation and its dynamics in online auctions
Highly Cited
2007
Highly Cited
2007
Crisp and fuzzy k-means clustering algorithms for multivariate functional data
Functional data analysis, as proposed by Ramsay (Psychometrika 47:379–396, 1982), has recently attracted many researchers. The… 
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