The Econometrics of Multi-dimensional Panels : Theory and Applications /
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. The available models formulations became more comple...
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Corporate Authors: | |
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Group Author: | |
Published: |
Springer International Publishing : Imprint: Springer,
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Publisher Address: | Cham : |
Publication Dates: | 2017. |
Literature type: | eBook |
Language: | English |
Series: |
Advanced Studies in Theoretical and Applied Econometrics,
50 |
Subjects: | |
Online Access: |
http://dx.doi.org/10.1007/978-3-319-60783-2 |
Summary: |
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. The available models formulations became more complex, the estimation and hypothesis testing methods more sophisticated. The interaction between economics and econometrics resulted in a huge publication output, deepening and widening immensely our knowledge and understanding in both. The traditional panel data, by nature, are two-dimensional. Latel |
Carrier Form: | 1 online resource (XIX, 263 pages). |
ISBN: | 9783319607832 |
Index Number: | HB139 |
CLC: | F224.0 |
Contents: | 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 Econometr |