This study is intended to investigate the influencing factors of injury severity by considering the heterogeneity issue of unobserved factors at different arterials and the spatial attributes in geographically weighted regression models.
Daiquan Xiao, Xuecai Xu, Li Duan
doaj +2 more sources
Geographically Weighted Panel Regression Analysis of Poverty Determinants in Central Java Province, Indonesia [PDF]
The Geographically Weighted Panel Regression (GWPR) model combines panel and spatial data to capture geographic heterogeneity by allowing variable effects to differ by location. This quantitative study examines poverty rates in Central Java Province from
Diva Aprilia Trisha Utami +3 more
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A linearization for stable and fast geographically weighted Poisson regression [PDF]
Although geographically weighted Poisson regression (GWPR) is a popular regression for spatially indexed count data, its development is relatively limited compared to that found for linear geographically weighted regression (GWR), where many extensions ...
Nakaya, T. +3 more
core +1 more source
The problem of poverty in West Java shows a pattern that tends to be concentrated in adjacent areas, indicating spatial heterogeneity in the problem. On the other hand, poverty in West Java also shows an increasing trend from year to year so that dynamic
Ramadhoni Nasri +2 more
doaj +1 more source
Validity of Okun’s Law in a spatially dependent and cyclical asymmetric context [PDF]
The current article analyzes the validity of Okun’s Law and sizable distortions that can occur in the estimation when spatial dependence and cyclical asymmetric impacts are not considered, which is a concern commonly ignored by the existing literature ...
Duran Hasan Engin
doaj +1 more source
High-performance solutions of geographically weighted regression in R [PDF]
As an established spatial analytical tool, Geographically Weighted Regression (GWR) has been applied across a variety of disciplines. However, its usage can be challenging for large datasets, which are increasingly prevalent in today’s digital world.
Charlton, M. +20 more
core +1 more source
Import of Agricultural Products in the Intra-Regional Comprehensive Economic Partnership (RCEP)
The flow of agricultural products through imports has the potential to increase with the geographical conditions of adjacent RCEP countries. Economic and non-economic factors can affect imports of agricultural products.
Endang Sari Simanullang +3 more
doaj +1 more source
Spatiotemporal Evolution and Pattern Differences of Environmental Sanitation Facilities in Rural China: Taking the Improvement of Water and Latrines as an Example [PDF]
Based on the panel data of water and latrine improvement in rural China from 2003 to 2016, this paper explores the spatiotemporal evolution pattern of rural sanitation facilities and analyzes the spatial heterogeneity of influencing factors of rural ...
Xinjie Deng
doaj +1 more source
Geographically weighted elastic net logistic regression [PDF]
This paper develops a localized approach to elastic net logistic regression, extending previous research describing a localized elastic net as an extension to a localized ridge regression or a localized lasso.
Comber, A. +3 more
core +1 more source
Locationally Varying Production Technology and Productivity: The Case of Norwegian Farming
In this study, we leverage geographical coordinates and firm-level panel data to uncover variations in production across different locations. Our approach involves using a semiparametric proxy variable regression estimator, which allows us to define and ...
Subal C. Kumbhakar +2 more
doaj +1 more source

