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Author:   Laszlo Matyas ,  Marc Nerlove
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   2nd ed. 2024
Volume:   54
Weight:   1.021kg
ISBN:  

9783031498480

ISBN 10:   3031498488
Pages:   551
Publication Date:   02 February 2024
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

Fixed Effects Models.- When and How Much Do Fixed Effects Matter?- Random Effects Models.-  Estimation of Sparse Variance-Covariance Matrix.- Models with Endogenous Regressors.- Dynamic Models and Reciprocity.- Random Coefficients Models.- Nonparametric Models with Random Effects.- Nonparametric Models with Fixed Effects.- Multi-dimensional Panels in Quantile Regression Models.- Multi-dimensional Models for Spatial Panels.- The Econometrics of Gravity Models in International Trade.- Modelling Housing Using Multi-dimensional Panel Data.- Modelling Migration.- Multi-dimensional Panels in Health Economics with an Application on Antibiotic Consumption.- Can Machine Learning Beat Gravity in Flow Prediction?

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Author Information

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 and Vienna, Austria). Earlier, among others, he 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.  

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