Statements (32)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb: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 |
| 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
|
| https://www.w3.org/2000/01/rdf-schema#label |
Functional Data Analysis
|