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  • 1
    Publication Date: 2019-06-28
    Description: The successful application of statistical variable selection techniques to fit splines is demonstrated. Major emphasis is given to knot selection, but order determination is also discussed. Two FORTRAN backward elimination programs, using the B-spline basis, were developed. The program for knot elimination is compared in detail with two other spline-fitting methods and several statistical software packages. An example is also given for the two-variable case using a tensor product basis, with a theoretical discussion of the difficulties of their use.
    Keywords: STATISTICS AND PROBABILITY
    Type: NASA-CR-166034 , NAS 1.26:166034
    Format: application/pdf
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  • 2
    Publication Date: 2019-07-20
    Description: This report demonstrates the successful application of statistical variable selection techniques to fit splines. Major emphasis is given to knot selection, but order determination is also discussed. Two FORTRAN backward elimination programs using the B-spline basis were developed, and the one for knot elimination is compared in detail with two other spline-fitting methods and several statistical software packages. An example is also given for the two-variable case using a tensor product basis, with a theoretical discussion of the difficulties of their use.
    Keywords: STATISTICS AND PROBABILITY
    Type: NASA-CR-169363 , NAS 1.26:169363
    Format: application/pdf
    Location Call Number Expected Availability
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