Package: bspline 2.2.2

Serguei Sokol

bspline: B-Spline Interpolation and Regression

Build and use B-splines for interpolation and regression. In case of regression, equality constraints as well as monotonicity and/or positivity of B-spline weights can be imposed. Moreover, knot positions (not only spline weights) can be part of optimized parameters too. For this end, 'bspline' is able to calculate Jacobian of basis vectors as function of knot positions. User is provided with functions calculating spline values at arbitrary points. These functions can be differentiated and integrated to obtain B-splines calculating derivatives/integrals at any point. B-splines of this package can simultaneously operate on a series of curves sharing the same set of knots. 'bspline' is written with concern about computing performance that's why the basis and Jacobian calculation is implemented in C++. The rest is implemented in R but without notable impact on computing speed.

Authors:Serguei Sokol <[email protected]>

bspline_2.2.2.tar.gz
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bspline.pdf |bspline.html✨
bspline/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/mathscell/bspline/issues

On CRAN:

16 exports 3 stars 1.12 score 5 dependencies 1 scripts 436 downloads

Last updated 3 months agofrom:a1dffa0859. Checks:OK: 9. Indexed: yes.

Exports:bcurvebscbspbsppardbspdiffndmatfitsmbspibspiknotsipkjacwpar2bspparrpbscsmbsp

Dependencies:arrApplynlsicnnlsRcppRcppArmadillo