What is the role of auxiliary variables in ecological modeling? Can auxiliary variables help to reduce bias in estimates?

May 4, 2024 ... ... auxiliary variable to estimate the median of the study variable. ... parameter value by estimating its values. This pragmatic approach ... auxiliary variable given a set of other Z variables already in an imputation model, similar to the conditional partial R indicators of Schouten et al. (201 ... ... auxiliary-variable values will be computed for each steady-state solution. ... data item 7b), and auxiliary variables in data items 6b and 8b. A separate ... Aug 12, 2019 ... I want to iterate over then with an auxiliar variable, like i, because when some condition is met (like EC is different of RG), I want that this iteration go ... The AuxVariables block within the input file may be used to create auxiliary variables that act, with respect to the interaction with other objects. Percent of Market Untapped is an auxiliary variable that represents a calculation: Potential Customers divided by Total Market Size. Connect the new variables ... ... auxiliary variable for both voiced and unvoiced phonetic states, and therefore ignore the fact that pitch (frequency) information is meaningful only for ... variable of interest Y, using the ranking variable X as an auxiliary variable when the population mean µx is unknown. The proposed estimators fare better ... Layer-Parallel Training of Residual Networks with Auxiliary-Variable Networks. 10 Dec 2021 · Qi Sun, Hexin Dong, Zewei Chen, Jiacheng Sun, Zhenguo Li, Bin ... Oct 23, 2017 ... We propose a new approach, which we term as scalar auxiliary variable (SAV) approach, to construct efficient and accurate time ...