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Exponent of cross-sectional dependence : estimation and inference
Bailey, Natalia; Kapetanios, George; Pesaran, M. Hashem - 2012
An important issue in the analysis of cross-sectional dependence which has received renewed interest in the past few years is the need for a better understanding of the extent and nature of such cross dependencies. In this paper we focus on measures of cross-sectional dependence and how such...
Persistent link: https://www.econbiz.de/10009530816
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Modelling volatilities and conditional correlations in futures markets with a multivariate t distribution
Pesaran, Bahram (contributor);  … - 2007
than by GARCH type volatility estimates. The t-DCC estimation procedure is applied to a portfolio of daily returns on …This paper considers a multivariate t version of the Gaussian dynamic conditional correlation (DCC) model proposed by …-DCC specification. The t-DCC model also passes a number of VaR diagnostic tests over an evaluation sample. The estimation results …
Persistent link: https://www.econbiz.de/10003586562
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Returns to education and wage equations
Pereira, Pedro Telhado; Martins, Pedro S. - 2001
We show why considering a number of education-dependent covariates in the wage equation decreases coefficient of education in the wage equation. We use a meta-analysis of results for Portugal to show, empirically, that this is the case. The coefficient decreases when we use covariates that can...
Persistent link: https://www.econbiz.de/10011401392
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Testing CAPM with a large number of assets
Pesaran, M. Hashem; Yamagata, Takashi - 2012
correlation is found between a twelve-month moving average p-values of the test and the returns of long/short equity strategies …
Persistent link: https://www.econbiz.de/10009535779
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Estimating the technology of cognitive and noncognitive skill formation
Cunha, Flávio; Heckman, James J.; Schennach, Susanne M. - 2010
This paper formulates and estimates multistage production functions for children's cognitive and noncognitive skills. Skills are determined by parental environments and investments at different stages of childhood. We estimate the elasticity of substitution between investments in one period and...
Persistent link: https://www.econbiz.de/10003934523
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Bayesian exploratory factor analysis
Conti, Gabriella; Frühwirth-Schnatter, Sylvia; … - 2014
This paper develops and applies a Bayesian approach to Exploratory Factor Analysis that improves on ad hoc classical approaches. Our framework relies on dedicated factor models and simultaneously determines the number of factors, the allocation of each measurement to a unique factor, and the...
Persistent link: https://www.econbiz.de/10010386488
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Aggregation in large dynamic panels
Pesaran, M. Hashem; Chudik, Alexander - 2011
Carlo experiments, where we also study the estimation of the aggregate effects of micro and macro shocks. The paper …
Persistent link: https://www.econbiz.de/10009130496
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Infinite dimensional VARs and factor models
Chudik, Alexander (contributor);  … - 2007
that this will lead to a dynamic factor model with the dominant unit acting as the factor. The problems of estimation and …
Persistent link: https://www.econbiz.de/10003646695
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A note on the importance of normalizations in dynamic latent factor models of skill formation
Del Bono, Emilia; Kinsler, Josh; Pavan, Ronni - 2020
Research on child skill formation and related policies typically rely on parent- reported measures of child non-cognitive skills. In this paper, we show that parental assessments of child non-cognitive skills are directly affected by the skills of the parents. We develop a dynamic model of child...
Persistent link: https://www.econbiz.de/10012293678
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Google econometrics and unemployment forecasting
Askitas, Nikolaos; Zimmermann, Klaus F. - 2009
The current economic crisis requires fast information to predict economic behavior early, which is difficult at times of structural changes. This paper suggests an innovative new method of using data on internet activity for that purpose. It demonstrates strong correlations between keyword...
Persistent link: https://www.econbiz.de/10003859346