PLoS ONEIn data-based modeling, correlations between explanatory variables often lead to the formation of distinct gene blocks. This study focuses on identifying influential gene blocks and key variables within these blocks, with a particular application in mind:
Muhammad Tahir +4 more
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Positive matrix factorization of large real-time atmospheric mass spectrometry datasets using error-weighted randomized hierarchical alternating least squares [PDF]
Geoscientific Model DevelopmentWeighted positive matrix factorization (PMF) has been used by scientists to find small sets of underlying factors in environmental data. However, as the size of the data has grown, increasing computational costs have made it impractical to use ...
B. C. Sapper +7 more
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PLoS ONE, 2018 AimLittle is known about whether and how local-level resources regarding home care are associated with the prevalence of home deaths. We aimed to investigate whether geographic patterns of the resources for home care were associated with the prevalence ...
Noriko Morioka +5 more
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The employment effects of innovation [PDF]
The issue of technological unemployment receives perennial popular attention. Although there are previous empirical investigations that have focused on the relationship between innovation and employment, the originality of our approach lies in our choice
Alex Coad, Rekha Rao
core
Adjusted Plus-Minus for NHL Players using Ridge Regression with Goals, Shots, Fenwick, and Corsi
, 2012 Regression-based adjusted plus-minus statistics were developed in basketball and have recently come to hockey. The purpose of these statistics is to provide an estimate of each player's contribution to his team, independent of the strength of his ...
Macdonald, Brian
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Dual-quaternion-based iterative algorithm of the three dimensional coordinate transformation
Earth, Planets and SpaceNowadays a unit quaternion is widely employed to represent the three-dimensional (3D) rotation matrix and then applied to the 3D similarity coordinate transformation.
Huaien Zeng +5 more
doaj +1 more source
Spatial Variations in Fertility of South Korea: A Geographically Weighted Regression Approach
ISPRS International Journal of Geo-Information, 2019 South Korea has witnessed a remarkable decline in birth rates in the last few decades. Although there has been a large volume of literature exploring the determinants of low fertility in South Korea, studies on spatial variations in fertility are scarce.
Myunggu Jung +3 more
doaj +1 more source
Implications of Nonstationary Effect on Geographically Weighted Total Least Squares Regression for PM2.5 Estimation. [PDF]
Int J Environ Res Public Health, 2021 Mokhtari A, Tashayo B, Deilami K.
europepmc +1 more source
KAJIAN KETIMPANGAN WILAYAH DI KAWASAN SUBOSUKAWONOSRATEN TAHUN 2001-2016
Jurnal Kawistara, 2019 Regional disparity was a common problem in developing countries. Different regional potentials result in disparity between regions. This study aims to analyze regional disparity in Subosukwonosraten region during 2001-2016 and to determine factors that ...
Yetti Anita Sari +2 more
doaj +1 more source
Predicting sample size required for classification performance
BMC Medical Informatics and Decision Making, 2012 Background Supervised learning methods need annotated data in order to generate efficient models. Annotated data, however, is a relatively scarce resource and can be expensive to obtain.
Figueroa Rosa L +3 more
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