Quantile Regression Using Asymmetric Laplace Distribution

EM algorithm for estimation of parameters and other
methods in a quantile regression.

Luis Benites Sanchez <lsanchez@ime.usp.br>,
Victor Lachos <hlachos@ime.unicamp.br>
EM algorithm for estimation of parameters and other methods in a quantile regression.

Luis Benites Sanchez, Christian E. Galarza, Victor H. Lachos

Accumulated Local Effects (ALE) Plots and Partial Dependence
(PD) Plots
Visualizes the main effects of individual predictor variables and their second-order interaction effects in black-box supervised learning models. The package creates either Accumulated Local Effects (ALE) plots and/or Partial Dependence (PD) plots, given a fitted supervised learning model.

Generate Age-Length Keys for fish populations
A collection of functions that implement several algorithms for
generating age-length keys for fish populations from incomplete data.
Jose Francisco Loff, Alberto Murta, Laurence Kell

A collection of functions that implement several
algorithms for generating age-length keys for fish populations
from incomplete data.
'ALKr.r' 'gascuel.r' 'hoenig.r' 'hoenig_heisey.r'
'inverse_ALK.r' 'kimura_chikuni.r' 'package.r' 'calc_invALK.r'
'calc_ALK.r' 'classic_ALK.r' 'hom.r' 'RcppExports.R'
'age_slicing.r' 'summary.ALKr.r' 'summary_ALKr.r'
'ALKr_methods.r'

'ALKr.r' 'gascuel.r' 'hoenig.r' 'hoenig_heisey.r'
'inverse_ALK.r' 'kimura_chikuni.r' 'package.r' 'calc_invALK.r'
'calc_ALK.r' 'classic_ALK.r' 'hom.r' 'RcppExports.R'
'age_slicing.r' 'summary.ALKr.r' 'summary_ALKr.r'

multivariate curve resolution alternating least squares (MCR-ALS)
Alternating least squares is often used to resolve components contributing to data with a bilinear structure; the basic technique may be extended to alternating constrained least squares.  Commonly applied constraints include unimodality, non-negativity, and normalization of components.  Several data matrices may be decomposed simultaneously by assuming that one of the two matrices in the bilinear decomposition is shared between datasets.