How are auxiliary variables used in studies of resilience and adaptation to change? What is the relationship between auxiliary variables and indicators of human flourishing?

We stipulate a new structural rule for adjusting auxiliary variables when strengthening preconditions and weakening postconditions. Courtesy of this new rule, ... Aug 28, 2020 ... Auxiliary variables (which is created by pyro.sample(name, dist, infer={'is_auxiliary': True}) are used internally in some special cases, which you might be ... 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, ... Analyzing data with full-information maximum likelihood with auxiliary variables. The techniques used to account for auxiliary variables are both ... 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 ... Feb 20, 2020 ... I am running out of variable names. Most Latin and Greek letters are already in use. In the write-up, we used many auxiliary variables (as calculations ... Jul 9, 2017 ... Note that s has no interpretation in this model whatsoever; this is just an auxiliary parameter to help us simulate and update the t- ... Oct 23, 2017 ... We propose a new approach, which we term as scalar auxiliary variable (SAV) approach, to construct efficient and accurate time ... Dec 13, 2019 ... Auxiliary variables are observed variables that are not of primary interest in your target model. They are included in the model for the sole ... Analyzing People's Media Use Behaviors Using Mail Survey Method Zhang, Xiaoqun January 3, 2018 Case Studies of Research: Small & Medium Sized Enterprises