Functional Data Analysis

GPTKB entity

Statements (32)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:application Engineering
Finance
Environmental Science
Biostatistics
gptkbp:developedBy gptkb:Bernard_W._Silverman
gptkb:James_O._Ramsay
gptkbp:field gptkb:Machine_Learning
Statistics
Data Analysis
gptkbp:firstPublished 1997
gptkbp:focusesOn Analysis of Data Functions
Curve Data
Functional Observations
https://www.w3.org/2000/01/rdf-schema#label Functional Data Analysis
gptkbp:notableBook gptkb:Functional_Data_Analysis_(Ramsay_&_Silverman,_1997)
gptkbp:notableIdea Functional Classification
Functional Clustering
Functional Linear Model
Functional Principal Component Analysis
gptkbp:relatedTo Longitudinal Data Analysis
Multivariate Analysis
Time Series Analysis
gptkbp:software gptkb:MATLAB
gptkb:Python_(scikit-fda)
R (fda package)
gptkbp:uses Basis Expansion
Functional Regression
Principal Component Analysis
Smoothing Techniques
gptkbp:bfsParent gptkb:Bernard_Walter_Silverman
gptkbp:bfsLayer 5