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A semiparametric fixed effects model is introduced to describe the nonlinear trending phenomenon in panel data analysis …
Persistent link: https://www.econbiz.de/10014191157
communally by all individuals in the sample. To capture such behavioral features, we employ a functional coefficient panel model … in which certain communal covariates may jointly influence panel interactions by means of their impact on the model … coefficients. Two classes of estimation procedures are proposed, one based on station averaged data the other on the full panel …
Persistent link: https://www.econbiz.de/10012863610
This paper studies estimation of covariance matrices with conditional sparse structure. We overcome the challenge of estimating dense matrices using a factor structure, the challenge of estimating large-dimensional matrices by postulating sparsity on the covariance of the random noises, and the...
Persistent link: https://www.econbiz.de/10012844599
This paper develops an innovative way of estimating a functional-coefficient spatial autoregressive panel data model …
Persistent link: https://www.econbiz.de/10012944279
In this paper, we propose a single-index panel data model with unobserved multiple interactive fixed effects. This …
Persistent link: https://www.econbiz.de/10012979793
In this paper, we consider a model selection issue in semiparametric panel data models with fixed effects. The …
Persistent link: https://www.econbiz.de/10014145864
We present a unifying identification strategy of dynamic average treatment effect parameters for staggered interventions when parallel trends are valid only after controlling for interactive fixed effects. This setting nests the usual parallel trends assumption, but allows treated units to have...
Persistent link: https://www.econbiz.de/10013556783
Persistent link: https://www.econbiz.de/10013171085
Persistent link: https://www.econbiz.de/10014478827
heterogeneity or unobserved state variables and panel data models with fixed effects. Recent developments in measurement error …
Persistent link: https://www.econbiz.de/10010469057