Economics

CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks

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Li, Peng; Rao, Xi; Blase, Jennifer; Zhang, Yue; Chu, Xu; Zhang, Ce

WP - 2021-04-16 - Angela Abbate and Dominik Thaler: Optimal monetary policy with the risk-taking channel

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Empirical research suggests that lower interest rates induce banks to take higher risks. We assess analytically what this risk-taking channel implies for optimal monetary policy in a tractable New Keynesian model. We show that this channel creates a motive for the planner to stabilize the real rate. This objective conflicts with the standard inflation stabilization objective. Optimal policy thus tolerates more inflation volatility. An inertial Taylor-type reaction function becomes optimal. We then quantify the significance of the risk-taking channel for monetary policy in an estimated medium-scale extension of the model. Ignoring the channel when designing policy entails non-negligible welfare costs (0.7% lifetime consumption equivalent).

WP - 2021-04-15 - Thomas Nitschka and Shajivan Satkurunathan: Habits die hard: implications for bond and stock markets internationally

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This paper assesses whether the global fall in inflation expectations together with increased fear of recession, the economic mechanism that drives asset prices in a model with consumption habits, help to explain the downward trajectory in nominal government bond yields and the stock price dynamics of six major economies from 1988 to 2019. We calibrate the habit model for each country separately. For most countries, focusing the calibrations on matching average ten-year bond yields allows one to generate artificial time series of bond yields and price-consumption ratios that follow the long-run time series patterns of their counterparts in the data.

Webinar zum LehrstellenPuls: Ergebnisse LehrstellenPuls März 2021

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Bolli, Thomas; Caves, Katherine M.; Pusterla, Filippo; Rageth, Ladina; Renold, Ursula; Sritharan, Aranya; Trachsel Díaz-Tejeiro, Sandra

WP - 2021-04-13 - Lucas Marc Fuhrer and Nils Herger: Real interest rates and demographic developments across generations: A panel-data analysis over two centuries

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This paper empirically examines the effect of population growth on long-term real interest rates. Although this effect is well founded in macroeconomic theory, the corresponding empirical results have been rather tenuous and surprisingly unstable. As the demographic interest rate impact is theoretically based on intergenerational relationships, we not only contemplate gross population growth rates but also distinguish between demographic growth resulting from a birth surplus and net migration. Within a panel covering 12 countries and the years since 1820, our results suggest that there is a positive, statistically significant, and stable effect from the birth surplus on real interest rates. Conversely, the corresponding effect of net migration seems to be much more volatile. Hence, our results suggest that it is mainly population growth occurring through a birth surplus that affects the equilibrium real interest rate.

Lena: a Voice-Based Conversational Agent for Remote Patient Monitoring in Chronic Obstructive Pulmonary Disease

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Cleres, David; Rassouli, Frank; Brutsche, Martin; Kowatsch, Tobias; Barata, Filipe

Öffentliche Entwicklungshilfe 2020 bei 0,48% des Bruttonationaleinkommens der Schweiz

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Im Jahr 2020 wendete die Schweiz 3,343 Milliarden Franken für die öffentliche Entwicklungshilfe (APD) auf. Das sind 263 Millionen Franken mehr als 2019. Der Anteil der Schweizer APD am Bruttonationaleinkommen (BNE) betrug 0,48%.

Aide publique au développement : La Suisse a consacré 0,48% du revenu national brut en 2020

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En 2020, les apports d’aide publique au développement (APD) de la Suisse ont totalisé 3,343 milliards de francs, soit 263 millions de plus que l’année précédente. En proportion du revenu national brut (RNB), l’APD suisse atteint 0,48%.

Wöchentliche Wirtschaftsaktivität nähert sich dem Vorkrisenniveau

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Der Index zur wöchentlichen Wirtschaftsaktivität wird neu ergänzend im Vergleich zum Vorkrisenniveau im 4. Quartal 2019 publiziert. Die Resultate zeigen, dass das Niveau von vor der Krise nach dem starken Anstieg im März kurzzeitig erreicht wurde.

L’activité économique hebdomadaire se rapproche de son niveau d’avant-crise

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L’indice de l’activité économique hebdomadaire sera désormais complété par une comparaison avec le niveau d’avant la crise, le 4e trimestre 2019 faisant référence. Les premiers résultats montrent que le niveau d’avant-crise a été brièvement atteint en mars, lorsque l’indice a enregistré une forte progression.

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