Can auxiliary variables be used in research on volunteerism and civic engagement?

Jul 10, 1990 ... Let x be a program variable. Let the auxiliary variable s be the sequence of distinct values assumed by x. initially s = hhxii. {hhxii is the ... Poster Knowledge Distillation with Auxiliary Variable. Bo Peng, zhen fang, Guangquan Zhang, Jie Lu. Hall C 4-9. Nov 15, 2022 ... Variable z is an auxiliary variable which has the sole purpose to formulate the division as a product and make it possible to solve the underlying model with ... Automatically add auxiliary variables to a lavaan model when using full information maximum likelihood (FIML) to handle missing data. Any dynamic variable that is computed from other variables at a given time. Auxiliaries are typically the most numerous variable type. An auxiliary variable has ... The new auxiliary datasets contain data derived from the regular FARS/GES variables using NCSA analyti- cal data classifications. These classifications are ... ... auxiliary variable. The authors derived the expressions for the mean squared error of the proposed estimators up to the first order of approximation. It was ... We consider data as in Figure 1, where X1 is an auxiliary variable measured with error for all n sampled individuals, X2 is the underlying true value of X1, ... This article, empirically, investigates to ascertain the importance of correlation level in the use of auxiliary variable in estimating the population parameter Auxiliary variables are variables introduced into a model, either because it is difficult to express the constraints at all in terms of the existing variables, ...