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Artificial Intelligence (AI) is a potentially powerful tool in the fight against the COVID- 19 pandemic. Since the outbreak of the pandemic, there has been a scramble to use AI. This article provides an early, and necessarily selective review, discussing the contribution of AI to the fight...
Persistent link: https://www.econbiz.de/10012207791
This paper compares various forecasts using panel data with spatial error correlation. The true data generating process is assumed to be a simple error component regression model with spatial remainder disturbances of the autoregressive or moving average type. The best linear unbiased predictor...
Persistent link: https://www.econbiz.de/10010268987
This paper provides a novel approach to forecasting time series subject to discrete structural breaks. We propose a … Bayesian estimation and prediction procedure that allows for the possibility of new breaks over the forecast horizon, taking …
Persistent link: https://www.econbiz.de/10010276180
Prediction markets - markets used to forecast future events - have been used to accurately forecast the outcome of …
Persistent link: https://www.econbiz.de/10010287666
The increasing use of demand-side management as a tool to reliably meet electricity demand at peak time has stimulated interest among researchers, consumers and producer organizations, managers, regulators and policymakers, This research reviews the growing literature on models used to study...
Persistent link: https://www.econbiz.de/10010284018
achieve similar volatility than fully deregulated labor markets. Flexibility at the margin produces a gap in separation costs … de labor market volatility. This increased volatility is partially reverted when limitations in the duration and number … explain the similar volatility observed in many regulated OECD labor markets with flexibility at the margin vis-à-vis the …
Persistent link: https://www.econbiz.de/10010276682
We investigate heterogeneous effects of new digital technologies on the individual-level employment- and wage dynamics in the U.S. labor market in the period from 2011-2018. We employ three measures that reflect different aspects of impacts of new digital technologies on occupations. The first...
Persistent link: https://www.econbiz.de/10012005943
AI is transforming labor markets around the world. Existing research has focused on advanced economies but has neglected developing economies. Different impacts of AI on labor markets in different countries arise not only from heterogeneous occupational structures, but also from the fact that...
Persistent link: https://www.econbiz.de/10012882520
We examine the impact of Articial Intelligence (AI) on productivity in the context of taxi drivers. The AI we study assists drivers with finding customers by suggesting routes along which the demand is predicted to be high. We find that AI improves drivers' productivity by shortening the...
Persistent link: https://www.econbiz.de/10013470440
This paper performs a comparative analysis of estimation as well as of out-of-sample forecasting results of more than … estimates of the migration function. Out-of-sample forecasting results indicate the following: (i) the standard fixed effects … estimator exhibit the superior forecast performance, (iii) the fixed effects estimators outperform GMM and other instrumental …
Persistent link: https://www.econbiz.de/10010267584