This paper proposes eliciting a rank order that is consistent with the ordering of the response categories, and then modelling the observed rankings using a variant of the rank ordered logit model where the distribution of rankings has been truncated to the set of admissible rankings. This results...
For a fully Bayesian analysis, we also need a prior distribution. Here we will assume independent normal priors on the elements ofb. That is,bi∼N(0,vi). Note that the gradient of the log of this prior is ∇π(b)=−b∘v−1. ...
Realizing increasingly complex artificial intelligence (AI) functionalities directly on edge devices calls for unprecedented energy efficiency of edge hardware. Compute-in-memory (CIM) based on resistive random-access memory (RRAM)1promises to meet such demand by storing AI model weights in dense, anal...
In such a context, drivers have little spatial knowledge of networks and choose routes based on dynamic decision making, which is sequential and somewhat forward-looking. In order to model these decision-making dynamics, we propose a discounted recursive logit model, which is a sequential route ...
In this Section, first, a new model based only in a set of macroeconomic variables is developed. This model, an ordered logit model, following the most common approach in the literature. Then, a new model will be trained, but this time, combining the macroeconomic information and previous ve...
Decision-making requires flexibility to rapidly switch one’s actions in response to sensory stimuli depending on information stored in memory. We identified cortical areas and neural activity patterns underlying this flexibility during virtual navigatio
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Stefkovics and Kmetty Measurement Instruments for the Social Sciences https://doi.org/10.1186/s42409-022-00036-z (2022) 4:8 ADVANCES IN METHODOLOGY Open Access A comparison of question order effects on item‑by‑item and grid formats: visual layout matters Ádám Stefko...
We also note that a high degree of regional institutional quality (1 standard deviation above the mean) leads to a strong positive effect of skilled labor on innovation. Additionally, the effect of skilled labor on innovation is further reinforced when regional institutional quality is at its ...
An integrated model of SEM and random parameter Logit model (RPLM), which can not only analyze the psychological perception factors of commuters in river valley-type cities but also consider the heterogeneity of psychological perception, was constructed to analyze the impact of personal attributes, ...