The Econometrics of Multi-dimensional Panels Theory and Applications /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Matyas, Laszlo (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Advanced Studies in Theoretical and Applied Econometrics, 50
• Θέματα: Big data.; Data mining.; Game theory.; Statistics.; Econometrics.; Economics.; Statistics for Business/Economics/Mathematical Finance/Insurance.; Data Mining and Knowledge Discovery.; Big Data/Analytics.; Game Theory, Economics, Social and Behav. Sciences.; Statistical Theory and Methods.

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...

Πίνακας περιεχομένων:

• 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. .