| Title | VARIABLE REDUCTION SCHEMES BASED ON PRINCIPAL COMPONENT, CANONICAL CORRELATION AND PROCRUSTES ANALYSES |
|---|---|
| Author | Toni Bakthtiar, Fanny Novika, dan Siswadi |
| Abstract | This paper was concerning with the dimension reduction over data with two multivariable sets of variables. We examined the robustness of four schemes of variable reduction with respect to the degree of information preserved by the reduced data. The proposed schemes were constructed in the framework of principal component, canonical correlation, and Procrustes analyses. Iterative procedures were then developed to subsequently removing variables with less significant contribution to the data variability pertaining to smaller first canonical correlation, smaller coefficient of canonical variable, larger correlation to principal component, and larger Procrustes goodness-of-fit. To assess the effectiveness of the schemes we considered the variable reduction problem of Barents fish data set. It is shown that reduction scheme based direct canonical correlation analysis performs effectively as it can preserve about 90.16 percent information contained by the first canonical correlation after removing 18 variables. |
| Journal Link | http://www.ceser.in/ceserp/index.php/ijees/article/view/5736 |
Repository Admin | 23 Nov 2021
The title “Data Entry Processing at PT Asuransi Nipponkoa Indonesia” especially in the Property insurance line of business is chosen to describe the importance tasks and roles of Inputer and its impac...
Repository Admin | 12 May 2022
Usaha Mikro Kecil Menengah (UMKM) adalah ujung tombak perekonomian Nasional karena lebih 40% untuk menyerap tenaga kerja di sektor informal sangat terdampat penurunan penjualan saat covid-19, pandemik...
Repository Admin | 02 Sep 2021
Reinsurance company is very important in insurance business especially for the additional capacity for the insurer. It is a risk dissemination place from insurance company assessed vety mean. Insuranc...
Repository Admin | 25 Aug 2022
Tujuan penelitian ini adalah menganalisis perbedaan rasio RBC antara perusahaan asuransi jiwa nasional dengan perusahaan asuransi jiwa patungan dan menganalisis dampak perbedaan rasio RBC bagi masyara...
Admin | 26 Nov 2021
Underwriting is the process of identification, evaluation of health, physical and
financial risks that exist in prospective insured or insured. To determine whether
the risk is acceptable or decline...
Repository Admin | 28 Jul 2022
This research to understand the application of risk management to Bajaj’s business and operational, including to its business sustainability, with the object of this research is the Bajaj Pool Sunter...
Repository Admin | 06 Sep 2021
This study aims to determine the effect of service quality and employee
performance on customer satisfaction, especially for motor vehicle insurance
customers. The method used in this study is quant...
Repository Admin | 25 Aug 2022
The purpose of this research is to create a suitable form of English standardized test for STMA Trisakti. The research methodology used is that of qualitative held by
comparing and confirming some ty...
Repository Admin | 31 Aug 2022
Kemampuan mengoperasikan komputer atau hard skill merupakan salah satu kemampuan yang perlu dimiliki masyarakat pada era revolusi industri 4.0. Termasuk kemampuan mengoperasikan berbagai macam softwar...
Repository Admin | 25 Aug 2022
Computer Vision Syndrome merupakan suatu gejala penyakit yang menyerang indera pengelihatan manusia, dan gejala ini baru ditemukan (waktu) 15 tahun terakhir. Gejala ini timbul sebagai dampaik dari per...
Currently there are no data to be displayed!