How are auxiliary variables used in studies of poverty and social exclusion? What is the relationship between auxiliary variables and health behaviors?

Poster Knowledge Distillation with Auxiliary Variable. Bo Peng, zhen fang, Guangquan Zhang, Jie Lu. Hall C 4-9. Apr 17, 2018 ... I have three ordinal variables relating to public spending preferences that are all strongly correlated. One of them is missing around a 103 observations, ... Nov 12, 2017 ... When the parameter space is high dimensional, the performance of stochastic sampling algorithms is very sensitive to existing dependencies ... Extensions of auxiliary variable approaches for the investigation of mediation, moderation, and conditional effects in mixture models. Citation. McLarnon ... Sep 15, 2023 ... However, guidance for choosing auxiliary variables is lacking. We examine the consequences of a poorly chosen auxiliary variable: if it ... . The variables in Y are called auxiliary variables. An auxiliary variable y is called dependent if and only if in the first item above all extensions a0 ... Jun 11, 2017 ... It is sometimes necessary to add auxiliary variables to a description of an algorithm or system to show that it implements a higher-level ... Also, it was established that estimators that are asymptotically optimum that utilized single auxiliary variable are more efficient than those that are not ... ... auxiliary variable for both voiced and unvoiced phonetic states, and therefore ignore the fact that pitch (frequency) information is meaningful only for ... Feb 14, 2025 ... Abstract. We present a novel optimization algorithm, a relaxed vector auxiliary variable (RVAV), that satisfies an unconditional energy ...