Showing 1 - 10 of 488
This paper provides a new methodology for the analysis of multiple long run relations in panel data models where the … cross section dimension, n, is large relative to the time series dimension, T. For panel data models with large n … approach is illustrated with an application to key financial variables using an unbalanced panel of US firms from merged CRSP …
Persistent link: https://www.econbiz.de/10015409539
This paper provides a review of the literature on unit roots and cointegration …
Persistent link: https://www.econbiz.de/10012991206
degrees, the dependence that might prevail across the different units in the panel. In the analysis of cointegration, the …This paper provides a review of the literature on unit roots and cointegration in panels where the time dimension (T … hypothesis testing and estimation problems are further complicated by the possibility of cross section cointegration which could …
Persistent link: https://www.econbiz.de/10013318328
This paper, using the Bewley (1979) transformation of the autoregressive distributed lag model, proposes a novel pooled Bewley (PB) estimator of long-run coefficients for dynamic panels with heterogeneous short-run dynamics, in the same setting as the widely used Pooled Mean Group (PMG)...
Persistent link: https://www.econbiz.de/10014357208
This paper considers estimation and inference in fixed effects (FE) panel regression models with lagged dependent … generalization of the Nickell type bias derived in the literature for the pure dynamic panel data models. It shows that in the … sufficiently small. To deal with the bias and size distortion of FE estimator when NN is large relative to TT, the use of half-panel …
Persistent link: https://www.econbiz.de/10012968220
This paper considers estimation and inference in linear panel regression models with lagged dependent variables and … generalizes the well known Nickell bias formula derived for the pure autoregressive dynamic panel data models. It shows that in … N/T is sufficiently small. To deal with the bias and size distortion of FE-TE estimator the use of half-panel Jackknife …
Persistent link: https://www.econbiz.de/10012934791
This paper considers a first-order autoregressive panel data model with individual-specific effects and a heterogeneous …
Persistent link: https://www.econbiz.de/10014347822
This paper is concerned with the problem of variable selection when the marginal effects of signals on the target variable as well as the correlation of the covariates in the active set are allowed to vary over time, without committing to any particular model of parameter instabilities. It poses...
Persistent link: https://www.econbiz.de/10013494088
This paper is concerned with problem of variable selection and forecasting in the presence of parameter instability. There are a number of approaches proposed for forecasting in the presence of breaks, including the use of rolling windows or exponential down-weighting. However, these studies...
Persistent link: https://www.econbiz.de/10012258549
This paper is concerned with problem of variable selection and forecasting in the presence of parameter instability. There are a number of approaches proposed for forecasting in the presence of breaks, including the use of rolling windows or exponential down-weighting. However, these studies...
Persistent link: https://www.econbiz.de/10012825993