Unité mixte de recherche 7235

Forecasting economic activity in data-rich environment

Maxime Leroux, Rachidi Kotchoni, Dalibor Stevanovic

[en]This paper compares the performance of five classes of forecasting models in an extensive out-of-sample exercise. The types of models considered are standard univariate models, factor-augmented regressions, dynamic factor models, other data-rich models and forecast combinations. These models are compared using four types of data: real series, nominal series, the stock market index and exchange rates. Our Findings can be summarized in a few points: (i) data-rich models and forecasts combination approaches are the best for predicting real series; (ii) ARMA(1,1) model predicts inflation change incredibly well and outperform data-rich models; (iii) the simple average of forecasts is the best approach to predict future SP500 returns; (iv) exchange rates can be predicted at short horizons mainly by univariate models but the random walk dominates at medium and long terms; (v) the optimal structure of forecasting equations changes much over time; and (vi) the dispersion of out-of-sample point forecasts is a good predictor of some macroeconomic and financial uncertainty measures as well as of the business cycle movements among real activity series.[/en]

AGENDA

mercredi 19 janvier 2022

Économies du monde musulman

Fateh Belaid (King Abdullah Petroleum and Research Center)

Mapping and understanding the drivers of fuel poverty in MENA countries: The case of Egypt and Jordan

jeudi 20 janvier 2022

Doctorants

Mathilde Aubouin

Déterminants des inégalités numériques chez les ménages français

lundi 24 janvier 2022

Law, Institutions and Economics in Nanterre (LIEN)

Tommaso Giommoni (ETH Zurich)

En visio

A Machine Learning Approach to Analyze and Support Anti-Corruption Policy

mardi 25 janvier 2022

Recherche et Economie et Socioéconomie Politique, des Institutions et des Régulations (RESPIR)

Alexandre Chirat

Aux origines des théories managériales de l’entreprise : la correspondance Baumol-Galbraith (1958-1959)

jeudi 27 janvier 2022

Lunch

Emmanuelle Faure, Olivier Kayser, Jocelyne Zoumenou

Nouveaux doctorants

jeudi 27 janvier 2022

Groupe de travail Economie Comportementale

Fabio Galeotti

11h-12h

Information Acquisition and Social Norm Information

mardi 1 février 2022

Recherche et Economie et Socioéconomie Politique, des Institutions et des Régulations (RESPIR)

Nicolas LAURENCE (Université Lyon 2 & TRIANGLE)

Le déploiement des cryptomonnaies et des monnaies locales dans le cadre de la crise de légitimité de l’Euro

lundi 7 février 2022

Law, Institutions and Economics in Nanterre (LIEN)

Samuel Ferey (BETA)

Paradoxes de vote et décision des juges constitutionnels : une approche empirique sur le cas français

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