Can auxiliary variables be used in research on the impact of technology on education?

Feb 9, 2021 ... ... auxiliary variables in terms of the CPU seconds and number of iterations. aux denotes auxiliary variable(s). Full size table. In the cases ... Auxiliary Variable xi is value of an auxiliary variable for unit i. Assume µ(x), the population mean of x is known and we observe yi and xi for all the ... ... auxiliary variables. The variational principle contains a trial Hamiltonian H′ in an extended Hilbert space. For H′ equal to its optimal value H, the ... Slice sampling¶ ... The auxiliary y variable allows us to sample (x,y) points that are in the region under the graph of the target distribution. Only the x ... of the VARIABLE command. If an auxiliary variable is specified as (R) the PC method will be used and the variable will be treated as a latent class predictor. 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 ... Poster Knowledge Distillation with Auxiliary Variable. Bo Peng, zhen fang, Guangquan Zhang, Jie Lu. Hall C 4-9. 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 ... Jan 8, 2025 ... Auxiliary Variable: Additional variables that are added to a linear programming problem that allow the use of logic that otherwise would not be ... Abstract. We present a new approach to sample from generic binary distributions, based on an exact Hamiltonian Monte Carlo algorithm applied to a piecewise ...