fit_plde_sub {plde}

Fit plde for a fixed tuning parameter

Description

fit_plde_sub function computes the updated normalizng constant (sm$c_coefficients), Legendre density function estimator (sm$f) and the negative of penalized log-likelihood function (sm$pen_loglik) for each iteration.

Usage

fit_plde_sub(sm)

Arguments

sm

List of plde fit

Author(s)

JungJun Lee, Jae-Hwan Jhong, Young-Rae Cho, SungHwan Kim, Ja-yong Koo

References

JungJun Lee, Jae-Hwan Jhong, Young-Rae Cho, SungHwan Kim and Ja-Yong Koo. "Penalized Log-density Estimation Using Legendre Polynomials." Submitted to Communications in Statistics - Simulation and Computation (2017), in revision.