Results 11 to 20 of about 2,446 (237)

Geographically weighted bivariate zero inflated generalized Poisson regression model and its application [PDF]

Heliyon, 2021
This study discusses the development of Zero Inflated Generalized Poisson Regression (ZIGPR) with two response variables, that is Bivariate ZIGPR (BZIGPR). The extension of the ZIGPR model by considering spatial factor called Geographically Weighted Zero
Purhadi, Dewi Novita Sari, Qurotul Aini, Irhamah   +3 more
doaj   +3 more sources

The Geographically Weighted Multivariate Poisson Inverse Gaussian Regression Model and Its Applications

Applied Sciences, 2022
This study aims to develop a method for multivariate spatial overdispersion count data with mixed Poisson distribution, namely the Geographically Weighted Multivariate Poisson Inverse Gaussian Regression (GWMPIGR) model.
Selvi Mardalena, Purhadi Purhadi, Jerry Dwi Trijoyo Purnomo, Dedy Dwi Prastyo   +3 more
doaj   +2 more sources

RAINFALL MODELING USING THE GEOGRAPHICALLY WEIGHTED POISSON REGRESSION METHOD

Barekeng
Rainfall is an important parameter in understanding the climate and environment in the Malang Regency area. This research aims to model the distribution of rainfall in this region using the Geographically Weighted Poisson Regression (GWPR) method.
Atiek Iriany, Wigbertus Ngabu, Danang Ariyanto   +2 more
doaj   +2 more sources

Parameter Estimation and Hypothesis Testing of Geographically Weighted Multivariate Generalized Poisson Regression [PDF]

Mathematics, 2020
We introduce a new multivariate regression model based on the generalized Poisson distribution, which we called geographically-weighted multivariate generalized Poisson regression (GWMGPR) model, and we present a maximum likelihood step-by-step procedure
Sarni Maniar Berliana, Purhadi, Sutikno, Santi Puteri Rahayu   +3 more
doaj   +2 more sources

GEOGRAPHICALLY WEIGHTED GENERALIZED POISSON REGRESSION AND GEOGRAPHICALLY WEIGHTED NEGATIVE BINOMIAL REGRESSION MODELING ON PROPERTY CRIME CASES IN CENTRAL JAVA

Barekeng
Property crime in Indonesia remains one of the most prevalent categories of crime across various regions of the country. This category encompasses a range of criminal acts, including theft, illegal appropriation of goods, robbery, motor vehicle theft ...
Prizka Rismawati Arum, Rahmad Putra Gautama, M. Al Haris   +2 more
doaj   +2 more sources

MODEL GEOGRAPHICALLY WEIGHTED POISSON REGRESSION DENGAN PEMBOBOT FUNGSI KERNEL GAUSS

Barekeng, 2011
Kematian bayi adalah suatu kematian yang dialami anak sebelum mencapai usia satu tahun. Angka kematian bayi (AKB) adalah besarnya kemungkinan bayi meninggal sebelum mencapai usia satu tahun, dinyatakan dalam perseribu kelahiran hidup.
Salmon N. Aulele
doaj   +3 more sources

Segmentation of stunting, wasting, and underweight in Southeast Sulawesi using geographically weighted multivariate Poisson regression

MethodsX
The health profile of Southeast Sulawesi Province in 2021 shows that the prevalence of stunting is 11.69 %, wasting 5.89 % and underweight 7.67 %. This relatively high figure should be immediately reduced to zero because it greatly affects the quality of
Fitri Rachmillah Fadmi, Bambang Widjanarko Otok, Kuntoro, Soenarnatalina Melaniani, Riry Sriningsih   +4 more
doaj   +3 more sources

Geographical variation in hotspots of stunting among under-five children in Ethiopia: A geographically weighted regression and multilevel robust Poisson regression analysis.

PLoS ONE
IntroductionChildhood stunting is a global public health concern, associated with both short and long-term consequences, including high child morbidity and mortality, poor development and learning capacity, increased vulnerability for infectious and non ...
Beminate Lemma Seifu, Getayeneh Antehunegn Tesema, Bezawit Melak Fentie, Tirualem Zeleke Yehuala, Abdulkerim Hassen Moloro, Kusse Urmale Mare   +5 more
doaj   +4 more sources

Spatial analysis of under-five mortality in Africa using geographically weighted poisson regression

Discover Public Health
Child mortality remains a significant public health challenge in developing countries despite the global decline in under-five deaths. The disparities in child mortality rates can be attributed to socioeconomic and environmental inequalities across ...
Johnson Adedeji Olusola, Adedeji Adigun Oyinloye, Kemi F. Akeju, Ropo Ebenezer Ogunsakin, Sibusiso Moyo   +4 more
doaj   +2 more sources

SPATIAL MODELING OF MATERNAL HEALTH: GEOGRAPHICALLY WEIGHTED POISSON REGRESSION ON MATERNAL MORTALITY FACTORS

Barekeng
Data from the 2021 West Java Provincial Health Profile Report, accessed from the official website of the West Java Provincial Health Office, reveals a significant surge in maternal mortality cases, rising from 165 in 2020 to 460 in 2021.
Alfa Yuliana, Achmad Fauzan
doaj   +2 more sources