Search Results - "Spatial Regression"

Accommodating Spatial Heterogeneity in Geographically Weighted Regression with Group Penalty.

Authors: Zheng T Li R Wu M et al.

Source: Statistics in medicine [Stat Med] 2025 Aug; Vol. 44 (18-19), pp. e70226.

Publication Type: Journal Article

Journal Info: Publisher: Wiley Country of Publication: England NLM ID: 8215016 Publication Model: Print Cited Medium: Internet ISSN: 1097-0258 (Electronic) Linking ISSN: 02776715 NLM ISO Abbreviation: Stat Med Subsets: MEDLINE

MeSH Terms: Spatial Regression*, Humans ; Computer Simulation ; China ; Models, Statistical

Two-stage estimators for spatial confounding with point-referenced data.

Authors: Wiecha N Hoppin JA Reich BJ

Source: Biometrics [Biometrics] 2025 Jul 03; Vol. 81 (3).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 0370625 Publication Model: Print Cited Medium: Internet ISSN: 1541-0420 (Electronic) Linking ISSN: 0006341X NLM ISO Abbreviation: Biometrics Subsets: MEDLINE

MeSH Terms: Models, Statistical* , Spatial Regression*, Computer Simulation ; Humans ; Confounding Factors, Epidemiologic ; Bias ; Machine Learning ; Biometry/methods ; Data Interpretation, Statistical ; Normal Distribution

Investigating the relationship between social deprivation and health outcomes in China: using spatial regression analysis approach.

Authors: Zhu Y Ding Y Qin S

Source: BMC public health [BMC Public Health] 2025 Mar 11; Vol. 25 (1), pp. 951. Date of Electronic Publication: 2025 Mar 11.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968562 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2458 (Electronic) Linking ISSN: 14712458 NLM ISO Abbreviation: BMC Public Health Subsets: MEDLINE

MeSH Terms: Spatial Regression* , Health Status Disparities*, Humans ; China/epidemiology ; Female ; Socioeconomic Factors ; Male ; Spatial Analysis ; Adult ; Middle Aged ; Life Expectancy ; Aged

Integrating systematic review, meta-analysis, and secondary data for spatial and temporal risk analysis of avian influenza in poultry: A comparative evaluation of OLS, GWR, and MGWR models.

Authors: Sangrat W Sajapitak S Boonyawiwat V et al.

Source: Preventive veterinary medicine [Prev Vet Med] 2025 Dec; Vol. 245, pp. 106693. Date of Electronic Publication: 2025 Sep 17.

Publication Type: Journal Article; Systematic Review; Meta-Analysis; Comparative Study; Review

Journal Info: Publisher: Elsevier Scientific Publishing Country of Publication: Netherlands NLM ID: 8217463 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-1716 (Electronic) Linking ISSN: 01675877 NLM ISO Abbreviation: Prev Vet Med Subsets: MEDLINE

MeSH Terms: Influenza in Birds*/epidemiology , Influenza in Birds*/virology , Poultry Diseases*/epidemiology , Poultry Diseases*/virology, Animals ; Thailand/epidemiology ; Poultry ; Risk Assessment/methods ; Least-Squares Analysis ; Spatial Regression ; Risk Factors ; Spatio-Temporal Analysis

Geographically weighted regression analysis of incomplete basic childhood vaccination in Sub-Saharan Africa: Evidence from DHS, 2019-2024.

Authors: Tsegaw TK Alemu EA Arage FG et al.

Source: PloS one [PLoS One] 2025 Nov 21; Vol. 20 (11), pp. e0336498. Date of Electronic Publication: 2025 Nov 21 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Vaccination*/statistics & numerical data , Vaccination Coverage*/statistics & numerical data, Humans ; Africa South of the Sahara/epidemiology ; Female ; Infant ; Male ; Child, Preschool ; Adult ; Adolescent ; Child ; Immunization Programs ; Spatial Regression ; Young Adult

Spatial Clusters of Condyloma Acuminata and the Regional Risk Factors in South Korea: Bayesian Spatial Regression Analysis.

Authors: Jang J Park S Chun BC

Source: JMIR public health and surveillance [JMIR Public Health Surveill] 2025 Nov 03; Vol. 11, pp. e76751. Date of Electronic Publication: 2025 Nov 03.

Publication Type: Journal Article

Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101669345 Publication Model: Electronic Cited Medium: Internet ISSN: 2369-2960 (Electronic) Linking ISSN: 23692960 NLM ISO Abbreviation: JMIR Public Health Surveill Subsets: MEDLINE

MeSH Terms: Condylomata Acuminata*/epidemiology, Humans ; Republic of Korea/epidemiology ; Bayes Theorem ; Risk Factors ; Male ; Female ; Adult ; Spatial Regression ; Middle Aged ; Incidence ; Adolescent ; Cluster Analysis ; Young Adult ; Spatial Analysis

Identifying county-level effect modifiers of the association between heat waves and preterm birth using a Bayesian spatial meta regression approach.

Authors: Lin S Chang HH Darrow LA et al.

Source: Spatial and spatio-temporal epidemiology [Spat Spatiotemporal Epidemiol] 2025 Nov; Vol. 55, pp. 100762. Date of Electronic Publication: 2025 Oct 24.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101516571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1877-5853 (Electronic) Linking ISSN: 18775845 NLM ISO Abbreviation: Spat Spatiotemporal Epidemiol Subsets: MEDLINE

MeSH Terms: Premature Birth*/epidemiology , Premature Birth*/etiology , Hot Temperature*/adverse effects, Humans ; Bayes Theorem ; Female ; Pregnancy ; United States/epidemiology ; Infant, Newborn ; Spatial Regression ; Risk Factors ; Spatial Analysis

Spatially varying relationships between birth registration and influencing factors in Kenya, using a suite of geographically weighted regressions.

Authors: Robert BN Macharia PM Lessani MN et al.

Source: Spatial and spatio-temporal epidemiology [Spat Spatiotemporal Epidemiol] 2025 Nov; Vol. 55, pp. 100764. Date of Electronic Publication: 2025 Nov 07.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101516571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1877-5853 (Electronic) Linking ISSN: 18775845 NLM ISO Abbreviation: Spat Spatiotemporal Epidemiol Subsets: MEDLINE

MeSH Terms: Birth Certificates* , Registries*/statistics & numerical data, Kenya/epidemiology ; Humans ; Spatial Regression ; Female ; Male ; Adult ; Socioeconomic Factors

Spatial distribution and determinants of Vitamin A supplementation non-receipt among children aged 6-35 months in Ethiopia: a multiscale geographically weighted regression analysis.

Authors: Kassaw AB Tareke AA Mankelkl G et al.

Source: Frontiers in public health [Front Public Health] 2025 Oct 31; Vol. 13, pp. 1483588. Date of Electronic Publication: 2025 Oct 31 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Editorial Office Country of Publication: Switzerland NLM ID: 101616579 Publication Model: eCollection Cited Medium: Internet ISSN: 2296-2565 (Electronic) Linking ISSN: 22962565 NLM ISO Abbreviation: Front Public Health Subsets: MEDLINE

MeSH Terms: Vitamin A*/administration & dosage , Dietary Supplements*/statistics & numerical data , Vitamin A Deficiency*/prevention & control , Vitamin A Deficiency*/epidemiology, Humans ; Ethiopia ; Infant ; Female ; Child, Preschool ; Male ; Spatial Regression ; Spatial Analysis

Decomposing drivers of air pollutant emissions in China: A hybrid LMDI and Geographically Weighted Regression approach.

Authors: Zhang B Liang Y

Source: PloS one [PLoS One] 2025 Oct 21; Vol. 20 (10), pp. e0333898. Date of Electronic Publication: 2025 Oct 21 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Air Pollutants*/analysis , Air Pollution*/analysis , Environmental Monitoring*/methods, China ; Particulate Matter/analysis ; Spatial Regression ; Sulfur Dioxide/analysis

Geospatial variation and determinants of incomplete antenatal care follow-up in ethiopia: a spatial and geographically weighted regression analysis.

Authors: Abuhay HW Agimas MC Yismaw GA et al.

Source: BMC pregnancy and childbirth [BMC Pregnancy Childbirth] 2025 Oct 09; Vol. 25 (1), pp. 1057. Date of Electronic Publication: 2025 Oct 09.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967799 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2393 (Electronic) Linking ISSN: 14712393 NLM ISO Abbreviation: BMC Pregnancy Childbirth Subsets: MEDLINE

MeSH Terms: Prenatal Care*/statistics & numerical data, Humans ; Female ; Ethiopia ; Pregnancy ; Adult ; Spatial Analysis ; Young Adult ; Spatial Regression ; Adolescent ; Rural Population/statistics & numerical data ; Socioeconomic Factors

Geographically weighted regression analysis for nonnegative continuous outcomes: An application to Taiwan dengue data.

Authors: Chen VY Yang YC

Source: PloS one [PLoS One] 2024 Dec 12; Vol. 19 (12), pp. e0315327. Date of Electronic Publication: 2024 Dec 12 (Print Publication: 2024).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Dengue*/epidemiology , Spatial Regression*, Humans ; Taiwan/epidemiology ; Poisson Distribution ; Computer Simulation

Associating socioeconomic factors with access to public healthcare facilities using geographically weighted regression in the city of Tshwane, South Africa.

Authors: Moeti T Mokhele T Tesfamichael S

Source: Geospatial health [Geospat Health] 2024 Nov 20; Vol. 19 (2). Date of Electronic Publication: 2024 Nov 20.

Publication Type: Journal Article

Journal Info: Publisher: Dipartimento di Medicina Veterinaria e Produzioni Animali, Università degli Studi di Napoli Federico II Country of Publication: Italy NLM ID: 101302943 Publication Model: Electronic Cited Medium: Internet ISSN: 1970-7096 (Electronic) Linking ISSN: 18271987 NLM ISO Abbreviation: Geospat Health Subsets: MEDLINE

MeSH Terms: Health Services Accessibility* , Socioeconomic Factors* , Spatial Regression*, Humans ; South Africa ; Health Facilities/statistics & numerical data

Spatial variations and predictors of overweight/obesity among under-five children in Ethiopia: A geographically weighted regression analysis of the 2019 Ethiopian Mini Demographic and Health Survey.

Authors: Walle AD Kebede SD Adem JB et al.

Source: PloS one [PLoS One] 2024 Oct 14; Vol. 19 (10), pp. e0312025. Date of Electronic Publication: 2024 Oct 14 (Print Publication: 2024).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Pediatric Obesity*/epidemiology , Health Surveys* , Spatial Regression*, Humans ; Ethiopia/epidemiology ; Female ; Male ; Child, Preschool ; Cross-Sectional Studies ; Infant ; Overweight/epidemiology ; Risk Factors ; Spatial Analysis

Quantifying Spatial variation in environmental and sociodemographic drivers of leptospirosis in the Dominican Republic using a geographically weighted regression model.

Authors: Martin BM Sartorius B Mayfield HJ et al.

Source: Scientific reports [Sci Rep] 2025 Jul 25; Vol. 15 (1), pp. 27073. Date of Electronic Publication: 2025 Jul 25.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Leptospirosis*/epidemiology , Leptospirosis*/transmission, Humans ; Dominican Republic/epidemiology ; Male ; Female ; Adult ; Middle Aged ; Cross-Sectional Studies ; Risk Factors ; Adolescent ; Young Adult ; Spatial Regression ; Animals ; Socioeconomic Factors ; Sociodemographic Factors ; Aged

Spatially clustered patterns of suicide mortality rates in South Korea: a geographically weighted regression analysis.

Authors: Kim E Kim S

Source: BMC public health [BMC Public Health] 2024 Sep 02; Vol. 24 (1), pp. 2380. Date of Electronic Publication: 2024 Sep 02.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968562 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2458 (Electronic) Linking ISSN: 14712458 NLM ISO Abbreviation: BMC Public Health Subsets: MEDLINE

MeSH Terms: Suicide*/statistics & numerical data , Spatial Regression*, Humans ; Male ; Republic of Korea/epidemiology ; Female ; Adult ; Middle Aged ; Aged ; Young Adult ; Adolescent ; Spatial Analysis ; Cluster Analysis ; Risk Factors

Measuring spatial inequalities in maternal and child mortalities in Pakistan: evidence from geographically weighted regression.

Authors: Muhammad FS Shahabudin SM Talib MBA

Source: BMC public health [BMC Public Health] 2024 Aug 16; Vol. 24 (1), pp. 2229. Date of Electronic Publication: 2024 Aug 16.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968562 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2458 (Electronic) Linking ISSN: 14712458 NLM ISO Abbreviation: BMC Public Health Subsets: MEDLINE

MeSH Terms: Child Mortality*/trends , Spatial Regression* , Maternal Mortality*/trends , Health Status Disparities*, Humans ; Pakistan/epidemiology ; Female ; Child ; Child, Preschool ; Infant ; Spatial Analysis ; Socioeconomic Factors ; Adult ; Adolescent ; Male ; Young Adult ; Infant, Newborn

Geospatial determinants and spatio-temporal variation of early initiation of breastfeeding and exclusive breastfeeding in Ethiopia from 2011 to 2019, a multiscale geographically weighted regression analysis.

Authors: Tebeje TM Seifu BL Mare KU et al.

Source: BMC public health [BMC Public Health] 2024 Jul 27; Vol. 24 (1), pp. 2011. Date of Electronic Publication: 2024 Jul 27.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968562 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2458 (Electronic) Linking ISSN: 14712458 NLM ISO Abbreviation: BMC Public Health Subsets: MEDLINE

MeSH Terms: Breast Feeding*/statistics & numerical data , Spatial Regression* , Spatio-Temporal Analysis*, Humans ; Ethiopia/epidemiology ; Infant ; Female ; Adolescent ; Young Adult ; Infant, Newborn ; Male ; Health Surveys ; Adult ; Spatial Analysis ; Socioeconomic Factors

Geospatial pattern of HIV seropositivity and its predictors among women in Ethiopia. A spatial and multiscale geographically weighted regression analysis.

Authors: Kitaw TA Abate BB Tilahun BD et al.

Source: PloS one [PLoS One] 2024 Jul 11; Vol. 19 (7), pp. e0306645. Date of Electronic Publication: 2024 Jul 11 (Print Publication: 2024).

Publication Type: Journal Article

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Spatial Regression* , HIV Seropositivity*/epidemiology, Humans ; Ethiopia/epidemiology ; Female ; Adult ; Adolescent ; Young Adult ; Middle Aged ; Spatial Analysis ; HIV Infections/epidemiology ; Prevalence ; Regression Analysis ; Risk Factors

Malaria prevalence and its determinants across 19 sub-Saharan African countries: a spatial and geographically weighted regression analysis.

Authors: Yitageasu G Worede EA Alemu EA et al.

Source: Malaria journal [Malar J] 2025 Sep 30; Vol. 24 (1), pp. 305. Date of Electronic Publication: 2025 Sep 30.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101139802 Publication Model: Electronic Cited Medium: Internet ISSN: 1475-2875 (Electronic) Linking ISSN: 14752875 NLM ISO Abbreviation: Malar J Subsets: MEDLINE

MeSH Terms: Malaria*/epidemiology, Africa South of the Sahara/epidemiology ; Prevalence ; Humans ; Cross-Sectional Studies ; Female ; Male ; Adult ; Young Adult ; Adolescent ; Middle Aged ; Spatial Regression ; Child, Preschool ; Infant ; Child ; Socioeconomic Factors ; Family Characteristics ; Aged ; Spatial Analysis