Functional Data Analysis
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Summary
Functional data analysis models data using functions or functional parameters using methods used for approximating these with as much flexibility as the data require.
- Type
- book
- Published
- 1997-06-05
- Cited by
- 2,163
- References
- 7
- Access
- Open access
- OpenAlex
- https://openalex.org/W4293747882
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:61250804
Keywords
Functional data analysis, Computer science, Domain (mathematical analysis), Data science, Mathematics
References
- Some Tools for Functional Data Analysis
- Analysis of longitudinal data
- Canonical correlation analysis when the data are curves.
- Estimating smooth monotone functions
- Time Series: Data Analysis and Theory
- Smoothing Methods in Statistics
- Principal differential analysis : Data reduction by differential operators
Cited by
- Reproducing kernel Hilbert spaces for point processes, with applications to neural activity analysis
- Influence of Choice of Null Network on Small-World Parameters of Structural Correlation Networks
- Studying Heterogeneity of Price Evolution in eBay Auctions via Functional Clustering
- Stature, Age, and Gender Effects on Reach Motion Postures
- The dynamics of spatial behavior: how can robust smoothing techniques help?
- Normalization of two-channel microarrays accounting for experimental design and intensity-dependent relationships
- Changes in power curve shapes as an indicator of fatigue during dynamic contractions.
- Optimal design for prediction using local linear regression and the DSI-criterion
- Statistical tools for the analysis of nutrition effects on the survival of cohorts.
- Functional limits of agreement applied as a novel method comparison tool for accuracy and precision of inertial measurement unit derived displacement of the distal limb in horses.
- Functional Principal Component Analysis and Randomized Sparse Clustering Algorithm for Medical Image Analysis
- Modeling Price Dynamics in eBay Auctions Using Principal Differential Analysis
- Heterogeneity in Childhood Body Mass Trajectories in relation to Prenatal Phthalate Exposure
- Wavelet-Based Functional Data Analysis: Theory, Applications and Ramifications 1
- Functional Principal Components direction to cluster earthquake waveforms
- Cross-comparison of the performance of discrete, phase and functional data analysis to describe a dependent variable
- Synchronization of motion and timing in clarinet performance
- Modeling financial volatility: A functional approach with applications to Swedish limit order book data
- In-quiet and Lombard audiovisual speech
- FOLLOW-UP TESTING IN FUNCTIONAL ANALYSIS OF VARIANCE
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