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
|