Econometrics of Multi-dimensional Panels

Theory and Applications

Häftad, Engelska, 2018

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This book presents the econometric foundations and applications of multi-dimensional panels, including modern methods of big data analysis. The last two decades or so, the use of panel data has become a standard in many areas of economic analysis.

Produktinformation

Utgivningsdatum2018-08-04
Mått155 x 235 x 26 mm
Vikt715 g
FormatHäftad
SpråkEngelska
SerieAdvanced Studies in Theoretical and Applied Econometrics
Antal sidor456
FörlagSpringer International Publishing AG
ISBN9783319869322

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Laszlo Matyas is a well-known Hungarian-Australian economist/econometrician. He (co)authored and (co)edited several high impact publications in econometrics, mostly in the field of panel data. Currently he is a University Professor at the Central European University (CEU – Budapest, Hungary). Earlier, among others, worked as Senior Lecturer at Monash University (Melbourne, Australia), was the founding Director of the Institute for Economic Analysis (Budapest, Hungary), and also served as Provost of CEU. The new volume he put together on the Econometrics of Multi-dimensional Panels, forthcoming with Springer-Verlag in 2017, is the 10th book he compiled over the last two decades.

Fixed Effects Models.- Random Effects Models.- Models with Endogenous Regressors.- Dynamic Models and Reciprocity.- Random Coefficients Models.- Discrete Response Models.- Nonparametric Models with Random Effects.- Multi-dimensional Panels in Quantile Regression Models.- Models for Spatial Panels.- Modelling in the Presence of Cross-sectional Error Dependence.- The Estimation of Gravity Models in International Trade.- Modelling Housing Using Multi-dimensional Panel Data.- Modelling Migration.- Modeling Heterogeneity in Country-Industry-Year Panel Data: Two Illustrative Econometric Analyses.- The Determinants of Consumer Price Dispersion: Evidence from French Supermarkets.