专题：Spatial and Panel Data Analysis

This cluster of papers focuses on spatial econometrics and spatial data analysis, covering topics such as panel data models, spatial autocorrelation, geographically weighted regression, dynamic panel data models, spatial statistics, spatial dependence, spatial modeling, network autocorrelation, and local statistics.
最新文献
A robust spatial correlation analysis for a better understanding of John Snow ghost map

article Full Text OpenAlex

Fixed Effects and Beyond. Bias Reduction, Groups, Shrinkage and Factors in Panel Data

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Short panel data quantile regression model with flexible correlated effects

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3D-SHI index for quantifying 3D spatial heterogeneity in big Earth data

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Estimation of spatial panel data models with random effects using Laplace approximation methods

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Bayesian forecasting of Italian seismicity using the spatiotemporal RETAS model

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GIS Modeling for Economic Agglomeration/ Cluster of Gross Regional Domestic Product (GRDP) Data Using Moran’s I Analysis, a Case Study: Jakarta, Indonesia

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An EG-Tree Model Incorporating Spatial Heterogeneity for Analyzing Multifactorial Coupling Effects on Carbon Emissions Across Industries and Regions in China

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Variable selection of higher-order partially functional linear multiple varying coefficient spatial autoregressive model

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Spatially heterogeneous drivers of hukou transfer intentions in China: a geographically weighted logistic regression analysis

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近5年高被引文献
What’s trending in difference-in-differences? A synthesis of the recent econometrics literature

article Full Text OpenAlex 927 FWCI314.259

When Should You Adjust Standard Errors for Clustering?

article Full Text OpenAlex 792 FWCI157.804

Design-based analysis in Difference-In-Differences settings with staggered adoption

article Full Text OpenAlex 477 FWCI64.947

Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost

article Full Text OpenAlex 434 FWCI73.703

Predicting into unknown space? Estimating the area of applicability of spatial prediction models

article Full Text OpenAlex 356 FWCI55.47

Two-Way Fixed Effects, the Two-Way Mundlak Regression, and Difference-in-Differences Estimators

article Full Text OpenAlex 346 FWCI43.083

General Diagnostic Tests for Cross Section Dependence in Panels

article Full Text OpenAlex 322 FWCI40.341

Coupling coordination degree of production, living and ecological spaces and its influencing factors in the Yellow River Basin

article Full Text OpenAlex 263 FWCI20.103

Two-stage differences in differences

preprint Full Text OpenAlex 233 FWCI0

Implementing the panel event study

article Full Text OpenAlex 224 FWCI29.419