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panel data models

Efficient estimation of heterogeneous coefficients in panel data models with common shock

Efficient estimation of heterogeneous coefficients in panel data models with common shock

... This paper investigates efficient estimation of heterogeneous coefficients in panel data models with common shocks, which have been a particular focus of recent theo- retical and empirical ...

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Identification of Panel Data Models with Endogenous Censoring

Identification of Panel Data Models with Endogenous Censoring

... Most of the existing work in the literature on nonstationary nonlinear panel data models requires a large number of time periods- see e.g. Moon and Phillips (2000). One exception is Chen and Khan ...

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Estimating Semiparametric Panel Data Models by Marginal Integration

Estimating Semiparametric Panel Data Models by Marginal Integration

... The rest of the paper is organized as follows. The next section presents the model, describes our methodology, and gives asymptotic properties of our estimators. We first consider panel data models ...

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In search of robust methods for dynamic panel data models in empirical corporate finance

In search of robust methods for dynamic panel data models in empirical corporate finance

... portant respects. First, our benchmark experiment explicitly controls for the loading factor and the signal-to-noise ratio, two fundamental control parameters in dynamic panel data models (Kiviet, ...

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Theory and methods of panel data models with interactive effects

Theory and methods of panel data models with interactive effects

... PANEL DATA MODELS WITH INTERACTIVE EFFECTS 3 Similarly, we allow common regressors, which do not vary across individuals, such as prices and policy ...

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Spatial panel data models with common shocks

Spatial panel data models with common shocks

... spatial models has been summarized by a number of books, including Cliff and Ord (1973), Anselin (1988), and Cressie ...spatial models are studied by Kelijian and Prucha (1998, 1999, 2010), and Kapoor et ...

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A simple new test for slope homogeneity in panel data models with interactive effects

A simple new test for slope homogeneity in panel data models with interactive effects

... To deal with these problems, we propose a new simple test that accommodates cross-sectional dependence by using the results of Bai (2009), Song (2013), and Ando and Bai (2014). These studies considered panel ...

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Robust linear static panel data models using epsilon contamination

Robust linear static panel data models using epsilon contamination

... static panel data models using ...the data-dependent empirical Bayes ...classic panel estimators using data on earnings and ...

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Spatial panel data models with structural change

Spatial panel data models with structural change

... Spatial panel data models are widely used in empirical ...spatial models so far have largely confine the analysis under the assump- tion of parameters ...spatial panel data ...

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Testing the exogeneity assumption in panel data models with "non classical" disturbances

Testing the exogeneity assumption in panel data models with "non classical" disturbances

... This paper is concerned with the use of the Durbin-Wu-Hausman test for correlated effects with panel data. The assumptions underlying the construc- tion of the statistic are too strong in many empirical ...

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EM estimation of dynamic panel data models with Heteroskedastic Random Coefficients

EM estimation of dynamic panel data models with Heteroskedastic Random Coefficients

... the data which incorporates the prior likelihood of the random ...observed data and the random coefficients as an incomplete data problem (in a sense which will be more clear later ...observed ...

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Estimation and inference in mixed fixed and random coefficient panel data models

Estimation and inference in mixed fixed and random coefficient panel data models

... various panel data models as special ...heterogeneous panel data, to highlight similarities and differences with the EM-REML ...

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The formulation and estimation of random effects panel data models of trade

The formulation and estimation of random effects panel data models of trade

... across models. In models (1), (2) and (6) it is identified mostly (in the case of FE, only) from the time dimension, ...three models identification is based more on the cross-sectional dimension, ...

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Bias Correction Methods for Dynamic Panel Data Models with Fixed Effects

Bias Correction Methods for Dynamic Panel Data Models with Fixed Effects

... dynamic panel data (DPD) models with fixed effects which suggested in econometric literature, such as least squares (LS) and generalized method of moments ...

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Panel data models with grouped factor structure under unknown group membership

Panel data models with grouped factor structure under unknown group membership

... the panel data model is evaluated from a predictive point of view, and we propose an estimator of the expected mean squared error ...of panel data models with factor ...large ...

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Does employment protection lead to unemployment? A panel data analysis of OECD countries, 1990 2008

Does employment protection lead to unemployment? A panel data analysis of OECD countries, 1990 2008

... 12 2. Relationship between employment protection regulations and long-term unemployment rate: We observe no causal relationship between LU and REGLAB or TEMPOLAB. In conformity with this result, our panel ...

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GMM Gradient Tests for Spatial Dynamic Panel Data Models

GMM Gradient Tests for Spatial Dynamic Panel Data Models

... spatial panel data models, see Anselin et ...spatial panel data models when both the number of individuals and the number of time periods are large under various ...dynamic ...

48

Granger causality in dynamic binary short panel data models

Granger causality in dynamic binary short panel data models

... linear models the mainstream approach to overcome this problem is to consider instrumental variables (Anderson and Hsiao, 1981; Arellano and Bond, 1991; Arellano and Bover, 1995; Blundell and Bond, 1998), ...

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The estimation of three dimensional fixed effects panel data models

The estimation of three dimensional fixed effects panel data models

... As these multidimensional panel data models are frequently used to deal with flow types of data like trade, capital movements (FDI), etc., it is important to have a closer look at the case ...

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Partial effects estimation for fixed effects logit panel data models

Partial effects estimation for fixed effects logit panel data models

... the Panel Study of Income Dynamics (PSID), that consists of n = 1, 908 married women between 19 and 59 years of age in 1980, followed for T = 7 time occasions, from 1979 to ...

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