Package index • qfmix

Estimator

qfmix(): Fit a sieve quantile-function mixture (GMLM)
qfmix_control(): Control parameters for qfmix()
qfmix_basis(): Construct a quantile basis
shifted_legendre(): Orthonormal shifted Legendre polynomials on the unit interval

Inference

qfmix_boot(): Numerical-bootstrap inference for a qfmix fit

Distributional synthetic controls

dsc(): Distributional synthetic control with numerical-bootstrap bands

Methods

summary(<qfmix>): Summarize a qfmix fit
predict(<qfmix>): Mixture quantile function at probabilities
density(<qfmix>): Mixture density by quantile inversion
plot(<qfmix>): Plot a qfmix fit
plot(<qfmix_dsc>): Plot a distributional synthetic-control result

Simulation

sim_qmix(): Simulate from a known quantile-function mixture

Package

qfmix-package: qfmix: Sieve Quantile-Function Mixtures and Distributional Synthetic Controls