METODE PRINCIPAL COMPONENT ANALYSIS (PCA) SEBAGAI PENANGANAN ASUMSI MULTIKOLINEARITAS
PARAMETER: Jurnal Matematika, Statistika dan Terapannya, 2023 Salah satu metode analisis yang banyak digunakan dalam penelitian adalah analisis regresi linier. Pada kasus regresi sederhana, pola hubungan linier diterapkan untuk satu variabel bebas dan satu variabel terikat. Sedangkan pada kasus regresi berganda, pola hubungan linier diterapkan untuk satu variabel bebas dengan beberapa variabel terikat.
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Principal Component Analysis (PCA) of Molecular Descriptors for Improving Permeation through the Blood-Brain Barrier of Quercetin Analogues. [PDF]
Int J Mol Sci, 2023 Pavlović N +6 more
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Geo-spatial Information Science, 2019 A geodemographic classification aims to describe the most salient characteristics of a small area zonal geography. However, such representations are influenced by the methodological choices made during their construction.
Yunzhe Liu +2 more
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Application of Unsupervised Learning for the Evaluation of Aerogels' Efficiency towards Dye Removal-A Principal Component Analysis (PCA) Approach. [PDF]
Gels, 2023 Younes K +8 more
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Application of Unsupervised Machine Learning for the Evaluation of Aerogels' Efficiency towards Ion Removal-A Principal Component Analysis (PCA) Approach. [PDF]
Gels, 2023 Younes K +8 more
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Optimization of 3D Cooling Channels in Plastic Injection Molds by Taguchi-Integrated Principal Component Analysis (PCA). [PDF]
Polymers (Basel), 2023 Minh PS, Dang HS, Ha NC.
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Tutorial: Principal Components Analysis (PCA) in R
, 2010 Found this tutorial by Emily Mankin on how to do principal components analysis (PCA) using R. Has a nice example with R code and several good references. The example starts by doing the PCA manually, then uses R's built in prcomp() function to do the same PCA.
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Developing Poverty Assessment Tools Based on Principal Component Analysis: Results from Bangladesh, Kazakhstan, Uganda, and Peru [PDF]
Developing accurate, yet operational poverty assessment tools to target the poorest households remains a challenge for applied policy research. This paper aims to develop poverty assessment tools for four countries: Bangladesh, Peru, Uganda, and ...
Alcaraz V., Gabriela +4 more
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Application of Principal Component Analysis (PCA) to the Evaluation and Screening of Multiactivity Fungi. [PDF]
J Ocean Univ China, 2022 Yang Z +7 more
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Towards a Standardized Approach for the Geographical Traceability of Plant Foods Using Inductively Coupled Plasma Mass Spectrometry (ICP-MS) and Principal Component Analysis (PCA). [PDF]
Foods, 2023 Nguyen QT +7 more
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