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
Using and Interpreting Fixed Effects Models

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A Flexible Bayesian Multiscale Geographically Weighted Poisson Regression Model: Local Scales and Mixed Effects

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Spatial analysis of drug resistant tuberculosis (DRTB) incidence and relationships with determinants in Rio de Janeiro state, 2010 to 2022

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Low-carbon transformation of China’s cities: evaluation and spatiotemporal pattern evolution

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CINNAMON: A hybrid approach to change point detection and parameter estimation in single-particle tracking data

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Traffic Density Estimation of Urban Road Networks Based on Functional Spatial Autoregressive Model Averaging

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Spatial heterogeneity of forest carbon stocks in the Xiangjiang river Basin urban agglomeration: analysis and assessment based on the multiscale geographically weighted regression (MGWR) model

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Scale and correlation in multiscale geographically weighted regression (MGWR)

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Spatial Regression Analysis Using Poisson Regression: Applications in Studying Traffic Accidents

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Integrating Geodetector and GTWR to Unveil Spatiotemporal Heterogeneity in China’s Agricultural Carbon Emissions Under the Dual Carbon Goals

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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 1333 FWCI786.70493688

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

article Full Text OpenAlex 731 FWCI168.8193076

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

article Full Text OpenAlex 452 FWCI73.42891468

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

article Full Text OpenAlex 320 FWCI28.81353308

The triple difference estimator

article Full Text OpenAlex 305 FWCI120.64039982

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

article Full Text OpenAlex 304 FWCI48.0780279

Two-stage differences in differences

preprint Full Text OpenAlex 296 FWCI0

R Packages for Analyzing Spatial Data: A Comparative Case Study with Areal Data

article Full Text OpenAlex 283 FWCI65.35685917

A Practical Guide to Counterfactual Estimators for Causal Inference with Time‐Series Cross‐Sectional Data

article Full Text OpenAlex 256 FWCI106.02997077

Geographic proximity and corporate investment efficiency: Evidence from high-speed rail construction in China

article Full Text OpenAlex 241 FWCI102.77318252