Discuss the use of auxiliary variables in economic forecasting.

Nov 10, 2020 ... Title:Learning Discrete Energy-based Models via Auxiliary-variable Local Exploration ... Abstract:Discrete structures play an important role in ... Sep 22, 2024 ... Auxiliary-Variables (abbreviated as AuxVars) are a special type of variables that, unlike generic script variables, exist in the game's memory ... ... auxiliary variables of a calibration model, no matter how complex the model is. Lastly, as a third strong point, the totals estimated by aux.estimates will ... ... auxiliary variables. The variational principle contains a trial Hamiltonian H′ in an extended Hilbert space. For H′ equal to its optimal value H, the ... Mar 4, 2025 ... Holmes, C C; Held, L (2006). Bayesian auxiliary variable models for binary and multinomial regression. Bayesian Analysis, 1(1):145-168. A new dependent variable that is not part of the physics interface is used, right-click either of these nodes to add an Auxiliary Dependent Variable subnode. 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 ... Analyzing data with full-information maximum likelihood with auxiliary variables. The techniques used to account for auxiliary variables are both ... 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 ... Dec 2, 2020 ... In this article, an auxiliary variable inductor, of which the equivalent inductance can be controlled by adjusting the dc current in its ...