Sparse spatio-temporal autoregressions by profiling and bagging
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Publication:2106397
DOI10.1016/j.jeconom.2020.10.010OpenAlexW3134641017MaRDI QIDQ2106397
Hansheng Wang, Yingying Ma, Shao-Jun Guo
Publication date: 14 December 2022
Published in: Journal of Econometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jeconom.2020.10.010
Statistics (62-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)
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Uses Software
Cites Work
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- Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances
- Quasi-maximum likelihood estimators for spatial dynamic panel data with fixed effects when both \(n\) and \(T\) are large
- Identification of peer effects through social networks
- Generalized Yule-Walker estimation for spatio-temporal models with unknown diagonal coefficients
- QML estimation of spatial dynamic panel data models with endogenous time varying spatial weights matrices
- Sieve estimation of panel data models with cross section dependence
- Semiparametric trending panel data models with cross-sectional dependence
- Estimation for spatial dynamic panel data with fixed effects: the case of spatial cointegration
- Semiparametric GMM estimation of spatial autoregressive models
- Spatial interaction of crime incidents in Japan
- Lasso-type recovery of sparse representations for high-dimensional data
- Banded spatio-temporal autoregressions
- Least angle regression. (With discussion)
- Network vector autoregression
- High dimensional generalized empirical likelihood for moment restrictions with dependent data
- Semiparametric single-index panel data models with cross-sectional dependence
- Efficient GMM estimation of spatial dynamic panel data models with fixed effects
- The Dantzig selector: statistical estimation when \(p\) is much larger than \(n\). (With discussions and rejoinder).
- Forward Regression for Ultra-High Dimensional Variable Screening
- Extended Bayesian information criteria for model selection with large model spaces
- Peer Effects and Social Networks in Education
- Consistent Moment Selection Procedures for Generalized Method of Moments Estimation
- Variance Estimation Using Refitted Cross-Validation in Ultrahigh Dimensional Regression
- Panel Data Models With Interactive Fixed Effects
- Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ 1 minimization
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