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RStudio principal component analysis (pca)
Principal Component Analysis (Pca), supplied by RStudio, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/pca+analysis+component/principal+component+analysis++pca+/pm39396638-149-0-8
Average 90 stars, based on 1 article reviews
principal component analysis (pca) - by Bioz Stars, 2026-11
90/100 stars

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Article Title: Groomed Fingerprint Sebum Sampling: Reproducibility and Variability According to Anatomical Collection Region and Biological Sex.
Article Snippet: .. Together, these results suggest that neck-groomed fingerprint samples are measurably different from cheek- and forehead-groomed fingerprint samples. . Unsupervised and supervised classification results for 90 male and 90 female samples collected from 30 participants. (A) Principal component analysis (PCA) of 180 r e fi er ri t sa ples; concentration ellipses are generated with RStudio using packages “factoextra” and “ggplot2”. (B) ROC curve reflecting the classification results for the same 180 groomed fingerprint samples from panel A. ..

Generated:

Article Title: Groomed Fingerprint Sebum Sampling: Reproducibility and Variability According to Anatomical Collection Region and Biological Sex.
Article Snippet: .. Together, these results suggest that neck-groomed fingerprint samples are measurably different from cheek- and forehead-groomed fingerprint samples. . Unsupervised and supervised classification results for 90 male and 90 female samples collected from 30 participants. (A) Principal component analysis (PCA) of 180 r e fi er ri t sa ples; concentration ellipses are generated with RStudio using packages “factoextra” and “ggplot2”. (B) ROC curve reflecting the classification results for the same 180 groomed fingerprint samples from panel A. ..

other:

Article Title: Unexpected shift from cyanobacterial to dinoflagellate dominance due to a summer drought.
Article Snippet: To analyze variation of cyanobacteria and dinoflagellate community composition, a Principal Component Analysis (PCA) was used from the R package ‘vegan’, version 2.5–7 (Oksanen et al., 2020; RStudio Team, 2020).

Article Title: Multi-omics analysis of the mechanisms of abundant theacrine and EGCG3"Me in tea ( Camellia sinensis )
Article Snippet: Principal Component Analysis (PCA) was performed using R studio (4.0.5) [ ].

Article Title: Comprehensive analysis of mandarin essential oils: Simultaneous qualitative, quantitative, chiral, and isotopic profiling via enantio-selective multidimensional gas chromatography coupled to isotopic ratio mass spectrometry.
Article Snippet: In more detail, unsupervised exploratory analysis was performed using principal component analysis (PCA) [28] with RStudio (packages: stats, biplot and factoextra).

Article Title: Simultaneous reduction of odorous and greenhouse gases emissions by thermophilic microbial agents during chicken manure composting.
Article Snippet: by thermophilic microbial agents during chicken manure composting Jiahua Wanga,1, Ning Zhub,c,1, Jing Zhangb,c, Weishou Shena, Helen Westd, Yun Caob,c, Yanyun Zhub,c, Hongmei Jinb,c,* a School of Environmental Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, 210044, China b Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural Sciences, National Agricultural Experimental Station for Agricultural Environment, Luhe, Nanjing, 210014, China c Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing 210093, China d School of Biosciences, University of Nottingham, Nr Loughborough LE12 5RD, UK

Article Title: Deciphering Antioxidant Responses in Tomato Autografts.
Article Snippet: Principal component analysis (PCA) was performed with the antioxidant variables by RStudio (v. 2024.09.0+375 “Cranberry Hibiscus”) using the packages Factoextra [39], FactoMineR [40] and Gplots [41].

Article Title: Catalytically distinct metabolic enzyme isocitrate dehydrogenase 1 mutants tune phenotype severity in tumor models.
Article Snippet: Dimensionality reduction method was carried out on all samples using Principal Component Analysis (PCA) in RStudio 2023.06.0 Build 421.

Article Title: Decoding the Olfactory Deception: Molecular Basis into Chilo suppressalis ' Recognition of the Lethal Trap Plant Vetiveria zizanioides .
Article Snippet: The striped stem borer (Chilo suppressalis), a devastating rice (Oryza sativa L.) pest, exhibits a paradoxical oviposition preference for vetiver grass (Vetiveria zizanioides L.), a nonhost plant causing complete larval mortality.. To elucidate the molecular basis of this maladaptive attraction, we investigated the olfactory mechanisms driving C. suppressalis’ recognition of vetiver volatiles.. Experimental results demonstrated that C. suppressalis exhibited a significant oviposition preference for vetiver over its natural host rice, despite the developmental incompatibility of offspring on the nonhost plant.



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