Giulio Caperna
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View article: Sensitivity to basic emotional expressions and the emotion perception space in the absence of facial mimicry: The case of individuals with congenital facial palsy.
Sensitivity to basic emotional expressions and the emotion perception space in the absence of facial mimicry: The case of individuals with congenital facial palsy. Open
According to sensorimotor simulation models, recognition of another person's emotion is achieved by recreating the motor production of the perceived facial expression in oneself. Therefore, congenital difficulties in the production of faci…
View article: The anatomy of out-of-sample forecasting accuracy
The anatomy of out-of-sample forecasting accuracy Open
We develop metrics based on Shapley values for interpreting time-series forecasting models, including "black-box" models from machine learning. Our metrics are model agnostic, so that they are applicable to any model (linear or nonlinear, …
View article: COINr: An R package for developing compositeindicators
COINr: An R package for developing compositeindicators Open
Becker et al., 2021), gender equality (Equal Measures 2030, 2019), and many more.CIs are very widely used in policymaking, by international organisations, and they are equally well-covered in academic literature (El Gibari et al., 2019;Dav…
View article: Googling unemployment during the pandemic: Inference and nowcast using search data
Googling unemployment during the pandemic: Inference and nowcast using search data Open
The economic crisis caused by the covid-19 pandemic is unprecedented in recent history. We contribute to a growing literature investigating the economic consequences of covid-19 by showing how unemployment-related online searches across th…
View article: Partial Order Theory for Synthetic Indicators
Partial Order Theory for Synthetic Indicators Open
Given a big set of data with several variables, the aim is the evaluation of each unit with a method that produces a synthetic measure describing a complex and non-observable concept; this goal is achieved respecting the characteristics of…