Open access Jurnal SINTA 3
NONLINEAR PRINCIPAL COMPONENT ANALYSIS IN PATH ANALYSIS WITH LATENT VARIABLES MIXED DATA
BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 18 No. 1 (2024) · pp. 0373–0382
- ISSN
- 2615-3017, 1978-7227
- Published
- 2024-03-01
- Publisher
- PATTIMURA UNIVERSITY
- Language
- eng
Abstract
This study aims to obtain the main component score of the ability to pay latent variable, determine the strongest indicators forming the ability to pay on a mixed scale based on defined indicators, and model the ability to pay on time mediated by fear of paying using path analysis. The data used in this study is secondary data from mortgage-paying customers with a sample size of 100. The method used is nonlinear principal component analysis with path analysis modeling. The results of this study indicate that the eleven variables formed by PC1 or X1 are able to store diversity or information by 32.50%, while 67.50% of diversity or other information is not stored (wasted). The credit term is the strongest indicator that forms the ability to pay variable. The variable ability to pay mortgages has a significant effect on payments by mediating the fear of paying late with a coefficient of determination of 80.40%.
Collaboration network of the authors
40 authors · 93 co-authorship links · 20 across different organisations · showing the 40 most connected
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universitas Halu Oleo
- University of Brawijaya
- Institut Agama Islam Negeri Kendari
- Universitas Muhammadiyah Parepare
- Jenderal Soedirman University
- Universitas Islam Negeri Mahmud Yunus Batusangkar
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Adji Achmad Rinaldo Fernandes | University of Brawijaya | 8 |
| Jopang Jopang | Universitas Halu Oleo | 3 |
| Akhyar Abdullah | Universitas Halu Oleo | 3 |
| Atiek Iriany | University of Brawijaya | 3 |
| Ni Wayan Surya Wardhani | University of Brawijaya | 3 |
| Makmur Kambolong | Universitas Halu Oleo | 2 |
| Mustakim Mustakim | Universitas Muhammadiyah Parepare | 2 |
| Erni Qomariyah | Affiliation unknown | 2 |
| Achmad Efendi | Affiliation unknown | 2 |
| Suci Astutik | University of Brawijaya | 2 |
| Agus Fachrur Rozy | University of Brawijaya | 1 |
| Agus Susilo | Affiliation unknown | 1 |
| Galuh Wilujeng Puspa | Affiliation unknown | 1 |
| Miftakhul Cahyati | Affiliation unknown | 1 |
| Dodyk Pranowo | Affiliation unknown | 1 |
| Sumardona Sumardona | Institut Agama Islam Negeri Kendari | 1 |
| Sarlinda Sarlinda | Institut Agama Islam Negeri Kendari | 1 |
| Epiyana Epiyana | Institut Agama Islam Negeri Kendari | 1 |
| Sarnianti Sarnianti | Institut Agama Islam Negeri Kendari | 1 |
| Kamrin Kamrin | Universitas Halu Oleo | 1 |
| Ruslan Majid | Universitas Halu Oleo | 1 |
| Megasari Sidula | Affiliation unknown | 1 |
| Nooraini Asrudin | Affiliation unknown | 1 |
| Suriyani Bunga Batara | Affiliation unknown | 1 |
| Siti Nurhayati | Jenderal Soedirman University | 1 |
| Nyoman Ningsih Utami | Affiliation unknown | 1 |
| Candra Puspita Ningtyas | Affiliation unknown | 1 |
| Aprilia Wulandari | Affiliation unknown | 1 |
| Santi M Santi M | Affiliation unknown | 1 |
| isran muse | Affiliation unknown | 1 |
| Aminuddin Aminuddin | Institut Agama Islam Negeri Kendari | 1 |
| Dewi Dewi | Affiliation unknown | 1 |
| Muh Amir | Universitas Halu Oleo | 1 |
| muslima kurniati | Affiliation unknown | 1 |
| Abdul Kadir | Universitas Halu Oleo | 1 |
| Mirab Mirab | Affiliation unknown | 1 |
| Irwan Irwan | Universitas Islam Negeri Mahmud Yunus Batusangkar | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.