'Constrained Quantile Regression with Cubic B-Splines'


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Documentation for package ‘BsplineQuantReg’ version 0.1.0

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apply_karlin_constraints Karlin-Studden constraints for positivity
Bspline_base Build B-spline basis in piecewise polynomial form Computes local polynomial coefficients for each B-spline basis function on each interval. Polynomials are expressed in the canonical basis Uses De Boor's recursion formula.
Bspline_deriv Differentiate a B-spline basis
bspline_to_deriv_coeffs_pp Convert B-spline to derivative coefficients
bs_direct Direct evaluation of a B-spline basis
change_polynomial_base_taylor Change polynomial basis (Taylor expansion)
is_beta Check if package is beta version
package_version Get package version
polyadd Polynomial addition
polyderiv Polynomial derivative Computes the derivative of order 'der' of a polynomial.
polymul Polynomial multiplication
poly_eval Evaluate polynomial
reduce_pol Reduce polynomial
SplineConstQuantRegBs3 Constrained quantile regression with cubic splines
Spline_der_knots Derivatives at knots of a B-spline
spline_eval Evaluate a B-spline
test_karlin_simple Comprehensive test function
view_basis Visualize a B-spline functions basis