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We introduce the notion of realized copula. Based on assumptions of the marginal distributions of daily stock returns and a copula family, realized copula is defined as the copula structure materialized in realized covariance estimated from within-day high-frequency data. Copula parameters are...
Persistent link: https://www.econbiz.de/10010318779
A new semiparametric estimator for an empirical asset pricing model with general nonparametric risk-return tradeoff and … efficient, i.e., it achieves the semiparametric lower bound. A sampling experiment provides finite sample comparisons with the … parametric approach and the iterative semiparametric approach with parametric initial estimate of Conrad and Mammen (2008). An …
Persistent link: https://www.econbiz.de/10010574076
A new semiparametric estimator for an empirical asset pricing model with general nonparametric risk-return tradeoff and … consistent, asymptotically normal, and efficient, i.e. it achieves the semiparametric lower bound. A sampling experiment provides … evidence on finite sample properties as well as comparisons with the fully parametric approach and the iterative semiparametric …
Persistent link: https://www.econbiz.de/10005114137
A semiparametric method is studied for estimating the dependence parameter and the joint distribution of the error term … arguments that would be useful for other potential extensions of this semiparametric approach. It is shown that the proposed … in practice. In this simulation study, our proposed semiparametric method performed better than the well-known parametric …
Persistent link: https://www.econbiz.de/10005149050
This paper is concerned with developing a semiparametric panel model to explain the trend in UK temperatures and other …
Persistent link: https://www.econbiz.de/10008725946
This paper provides estimators of discrete choice models, including binary, ordered, and multinomial response (choice) models. The estimators closely resemble ordinary and two stage least squares. The distribution of the model's latent variable error is unknown and may be related to the...
Persistent link: https://www.econbiz.de/10004968796
Semiparametric models are characterized by a finite- and infinite-dimensional (functional) component. As such they … developed that exhibit standard parametric convergence rates. These two features have made semiparametric models and estimators … increasingly popular in applied economics. We give a partial overview over the literature on semiparametric modelling and …
Persistent link: https://www.econbiz.de/10008506834
This paper is concerned with developing a semiparametric panel model to explain the trend in UK temperatures and other …
Persistent link: https://www.econbiz.de/10008552815
Misclassification in binary choice (binomial response) models occurs when the dependent variable is measured with error, that is, when an actual "one" response is sometimes recorded as a zero, and vice versa. This paper shows that binary choice models with misclassification are...
Persistent link: https://www.econbiz.de/10005074078
In a sample selection or treatment effects model, common unobservables may affect both the outcome and the probability of selection in unknown ways. This paper shows that the distribution function of potential outcomes, conditional on covariates, can be identified given an observed variable V...
Persistent link: https://www.econbiz.de/10005027836