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Low frequency and weighted likelihood solutions for mixed frequency dynamic factor models

Blasques, Francisco; Koopman, Siem Jan; Mallee, Max I. P. - 2014

The multivariate analysis of a panel of economic and financial time series with mixed frequencies is a challenging problem. The standard solution is to analyze the mix of monthly and quarterly time series jointly by means of a multivariate dynamic model with a monthly time index: artificial...

Persistent link: https://www.econbiz.de/10010391543

Nowcasting and forecasting economic growth in the Euro area using principal components

Hindrayanto, Irma; Koopman, Siem Jan; Winter, Jasper de - 2014

short-term forecasting models. These empirical findings have been established for different macroeconomic data sets and … specification is most effective in its forecasting performance. Furthermore, the forecast performances of the different … extended empirical out-of-sample forecasting competition for quarterly growth of gross domestic product in the euro area and …

Persistent link: https://www.econbiz.de/10010395082

Market Finance as a Spare Tyre? Corporate Investment and Access to Bank Credit in Europe

Andersson, Malin; Maurin, Laurent; Rusinova, Desislava - 2021

We estimate a FAVAR with Bayesian techniques in order to investigate the impact of loan supply conditions on euro area corporate investment and its financing structure. We identify shocks to overall demand and loan supply with sign and impact restrictions. Although tightened financial conditions...

Persistent link: https://www.econbiz.de/10013324181

Economic Analysis Using Higher Frequency Time Series : Challenges for Seasonal Adjustment

Ollech, Daniel - 2022

The COVID-19 pandemic has increased the need for timely and granular information to assess the state of the economy in real time. Weekly and daily indices have been constructed using higher frequency data to address this need. Yet the seasonal and calendar adjustment of the underlying time...

Persistent link: https://www.econbiz.de/10013306820

Bayesian forecasting of US growth using basic time varying parameter models and expectations data

Basturk, Nalan; Ceyhan, Pinar; Dijk, Herman K. van - 2014

forecasting performance of the various model specifications. The extension of a basic growth model with a constant mean to models … expectations is important for forecasting growth in specific periods, such as the the recession periods around 2000s and around …

Persistent link: https://www.econbiz.de/10010399680

Spillover dynamics for systemic risk measurement using spatial financial time series models

Blasques, Francisco; Koopman, Siem Jan; Lucas, André; … - 2014

We introduce a new model for time-varying spatial dependence. The model extends the well-known static spatial lag model. All parameters can be estimated conveniently by maximum likelihood. We establish the theoretical properties of the model and show that the maximum likelihood estimator for the...

Persistent link: https://www.econbiz.de/10010391531

Financial Conditions Index and Credit Supply Shocks for the Euro Area

Darracq Paries, Matthieu - 2014

We implement a two-step approach to construct a financing conditions index (FCI) for the euro area and its four larger member states (Germany, France, Italy and Spain). The method, which follows Hatzius et al. (2010), is based on factor analysis and enables to summarise information on financing...

Persistent link: https://www.econbiz.de/10013058648

Interbank Loans, Collateral and Modern Monetary Policy

Wolski, Marcin - 2016

This study develops a novel agent-based model of the interbank market with endogenous credit risk formation mechanisms. We allow banks to exchange funds through unsecured and secured transactions in order to facilitate the flow of funds to the most pro table investment projects. Our model...

Persistent link: https://www.econbiz.de/10012983086

Firm or bank weakness? Access to finance since the European sovereign debt crisis

Corbisiero, Giuseppe; Faccia, Donata - 2020

This paper uses a unique dataset where credit rejections experienced by euro area firms are matched with firm and bank characteristics. This allows us to study simultaneously the role that bank and firm weakness had in the credit reduction observed in the euro area during the sovereign debt...

Persistent link: https://www.econbiz.de/10012389564

Caution: Do not cross! Capital buffers and lending in Covid-19 times

Couaillier, Cyril; Lo Duca, Marco; Reghezza, Alessio; … - 2022

While regulatory capital buffers are expected to be drawn to absorb losses and meet credit demand during crises, this paper shows that banks were unwilling to do so during the pandemic. To the contrary, banks engaged in forms of pro-cyclical behaviour to preserve capital ratios. By employing...

Persistent link: https://www.econbiz.de/10013272135