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Measuring the impact of responsible factors on CO2 emission using generalized additive model (GAM) [PDF]
HeliyonThe indicators of economic and sustainable development ultimately significantly depend on carbon dioxide (CO2) emissions in every country. In Bangladesh, there is an increasing trend in population, industrialization, as well as electricity demand ...
Ruhul Amin +2 more
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Encapsulating Spatially Varying Relationships with a Generalized Additive Model [PDF]
ISPRS International Journal of Geo-InformationThis paper describes the use of Generalized Additive Models (GAMs) to create regression models whose coefficient estimates vary with geographic location—spatially varying coefficient (SVC) models. The approach uses Gaussian Process (GP) splines (smooths)
Alexis Comber +6 more
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Spatial-temporal generalized additive model for modeling COVID-19 mortality risk in Toronto, Canada. [PDF]
Spat Stat, 2022 Feng C.
europepmc +2 more sources
Axioms, 2023 As air pollution becomes more and more serious, PM2.5 is the primary pollutant, inevitably attracts wide public attention. Therefore, a novel PM2.5 concentration forecasting method based on linear fuzzy information granule_dynamic time ...
Hong Yang, Han Zhang
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The VGAM Package for Categorical Data Analysis
Journal of Statistical Software, 2010 Classical categorical regression models such as the multinomial logit and proportional odds models are shown to be readily handled by the vector generalized linear and additive model (VGLM/VGAM) framework. Additionally, there are natural extensions, such
Thomas W. Yee
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Multi-label Classification Using Vector Generalized Additive Model via Cross-Validation
Journal of ICT, 2023 Multi-label classification is a unique challenge in machine learning designed for two targets with each containing one or multiple classes. This problem can be resolved using several methods, including the classification of the targets individually or ...
Amri Muhaimin +2 more
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Global gold prices forecasting using Bayesian nonparametric quantile generalized additive model [PDF]
International Journal of Data and Network Science, 2023 Gold is one of the most attractive commodities and popular investments. Investment experts often recommend investing in gold because gold is one of the safest investments.
Yudhie Andriyana +4 more
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The Impact of Climate Change on The Geographic Distribution of Thymus Kotschyanus (Boiss and Hohen) Using Ensemble Modelling [PDF]
مدیریت بیابان, 2021 This study aimed at predicting the effect of climate change on the geographic distribution of Thymus kotschyanus Boiss and Hohen in Mazandaran province. Species presence data were recorded via the Global Positioning System (GPS).
Samaneh Nazari +3 more
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PLoS ONE, 2022 Respiratory syncytial virus (RSV) causes significant childhood morbidity and mortality in the developing world. The determinants of RSV seasonality are of importance in designing interventions.
James Wambua +6 more
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Atmosphere, 2022 Ground-level ozone (O3) is a key atmospheric gas that controls the oxidizing capacity of the atmosphere and has significant health and environmental implications. Due to ongoing reductions in the concentrations of O3 precursors, it is important to assess
Matthew Ninneman +4 more
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