arXiv Open Access 2021

Tutorial on principal component analysis, with applications in R

Henk van Elst

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Abstrak

This tutorial reviews the main steps of the principal component analysis of a multivariate data set and its subsequent dimensional reduction on the grounds of identified dominant principal components. The underlying computations are demonstrated and performed by means of a script written in the statistical software package R.

Topik & Kata Kunci

stat.OT stat.AP

Penulis (1)

Henk van Elst

Format Sitasi

APA MLA BibTeX

Elst, H.v. (2021). Tutorial on principal component analysis, with applications in R. https://arxiv.org/abs/2112.12067

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Informasi Jurnal

Tahun Terbit: 2021
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓