colScale

If TRUE, the column means and standard deviations are returned as attributes. This is consistent with <code><a rd-options="base:scale" href="/link/base%3A%3Ascale()?package=mbr&version=0.0.1&to=base%3Ascale" data-mini-rdoc="base:scale::base::scale()">base::scale()</a></code>.

add_attr

Same as <code>base::scale()</code> but much faster.

Mass-balance-adjusted Regression algorithm for streamflow reconstruction at sub-annual resolution (e.g., seasonal or monthly). The algorithm implements a penalty term to minimize the differences between the total sub-annual flows and the annual flow. The method is described in Nguyen et al (2020) <DOI:10.1002/essoar.10504791.1>.

Hung Nguyen

Mass Balance Reconstruction

colScale function

This function was adopted from John Muschelli's code on <a href="https://hopstat.wordpress.com/2016/02/23/a-faster-scale-function/">StackOverflow</a>, but I changed the underlying functions to calculate mean and standard deviation from <code>matrixStats</code> to <code>Rfast</code>, which is much faster.

Reference

If TRUE, the column means and standard deviations are returned as attributes. This is consistent with <code><a rd-options='base:scale' href='base::scale()'>base::scale()</a></code>.

colScale: Scale columns of a matrix

Description

Usage

Arguments

Value

Reference