| 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 | 08 Jun 2022
In recent years, general insurance companies have received attention from the public due to their denial of trust, the weakness of human capital, and physical capital goods. This denial has reduced th...
Repository Admin | 30 Aug 2021
Judul skripsi pengaruh tingkat pendidikan dan pendapatan terhadap keputusan membeli polis asuransi jiwa syariah. Selama bertahun- tahun nasabah asuransi konvensional dengan syariah sangat berbeda lebi...
Repository Admin | 13 May 2022
Dengan rahmat Tuhan Yang Maha Esa, akhirnya penyusunan laporan Pemgabdian kepada Masyarakat ini yang berjudul : Pelatihan Analisis SWOT dan RoadMap SMKN 11 Bandung dan SMK Wahidin Cirebon dapat disele...
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...
Repository Admin | 27 Apr 2022
Tujuan dari penelitian ini adalah untuk menguraikan dan menjelaskan fenomena yang terjadi di masyarakat saat ini guna menjalankan usaha secara mandiri dan bebas. Menjadi wirausahawan atau pemilik bisn...
Repository Admin | 31 Aug 2021
This study aims to determine there is a relationship between factors knowledge, motivation, and trust that affecting people's decision to buy motor vehicle insurance and shows the most dominant factor...
Repository Admin | 31 Aug 2021
Credibility theory is a rate making process which allows actuary to adjust the future premiums according to the past experience. In credibility theory, there are three approaches to determine estimate...
Repository Admin | 31 Aug 2021
Penyelenggaraan jaminan sosial bagi seluruh rakyat Indonesia
diamanatkan dalam Undang-Undang Dasar (UUD) Tahun 1945 Pasal 28 H dan Undang-Undang Nomor 36 Tahun 2009 tentang Kesehatan. Kedua Undang-Un...
Admin | 28 Oct 2021
PT TrinityRE Reasuransi Broker is one of the reinsurance brokers in
Indonesia established to assist Insurance companies in seeking reinsurance
support, enabling insurance companies to expand their u...
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 | 31 Aug 2021
Credibility theory is a rate making process which allows actuary to adjust the future premiums according to the past experience. In credibility theory, there are three approaches to determine estimate...
Repository Admin | 06 Sep 2021
Puji syukur kami panjatkan kehadirat Allah SWT yang telah
melimpahkan rahmat dan kasih sayang-Nya, sehingga kami dapat menyelesaikan laporan kegiatan Pengabdian kepada Masyarakat (PkM) ini. Adapun k...
Repository Admin | 24 Aug 2021
Puji syukur kami panjatkan kehadirat Allah SWT. yang telah melimpahkan rahmat dan kasih sayang-Nya, sehingga kami dapat menyelesaikan laporan kegiatan Pengabdian
Kepada Masyarakat (PKM) ini. Adapun k...
Repository Admin | 31 Aug 2021
This research aims to determine whether or not an effective and efficient
implementation of policy delivery by using e-policy compared to using couriers on
product Mandiri Hospitalife PT AXA Mandiri...
Repository Admin | 06 Sep 2021
My thesis discusses about "Medical Malpractice Case Analysis is
reviewed From Viewpoint Liability insurance of PT. QBE Insurance Pool Indonesia " is the result of research which has the objective to...