Open access Jurnal SINTA 3
THE USE OF PENALIZED WEIGHTED LEAST SQUARE TO OVERCOME CORRELATIONS BETWEEN TWO RESPONSES
BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 16 No. 4 (2022) · pp. 1497–1504
- ISSN
- 2615-3017, 1978-7227
- Published
- 2022-12-15
- Publisher
- PATTIMURA UNIVERSITY
- Language
- eng
Abstract
The non-parametric regression model can consider two correlated responses. However, for these conditions, we cannot use the usual estimation process because there are violations of assumptions. To solve this problem, we use a penalized weighted least square involving knots, smoothing parameters, and weighting in the estimation criteria simultaneously. The estimation process involves a weighted criteria matrix in the estimation criteria. Estimation results show that the estimated two-response non-parametric regression function with penalized spline is a linear estimation class in y response observation and depends on the knot point and smoothing parameter. Furthermore, the use of the model on toddler growth data shows some changes in the pattern of weight and height gain. The pattern segmentation that experienced a gradual increase was age 7-43 months for weight and age 6-54 months for height
Collaboration network of the authors
40 authors · 119 co-authorship links · 5 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 Islam Negeri Raden Fatah Palembang
- Sultan Ageng Tirtayasa University
- 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 |
|---|---|---|
| Raupong Raupong | Affiliation unknown | 12 |
| Alfian Noor | Affiliation unknown | 11 |
| Maming Maming | Affiliation unknown | 7 |
| Andi Kresna Jaya | Affiliation unknown | 6 |
| Maming Gaffar | Affiliation unknown | 5 |
| Erna Tri Herdiani | Affiliation unknown | 5 |
| Saleh AF | Affiliation unknown | 4 |
| Sri Astuti Thamrin | Affiliation unknown | 3 |
| Indah Raya | Affiliation unknown | 3 |
| Nirwan Ilyas | Affiliation unknown | 3 |
| Georgina Maria Tinungki | Affiliation unknown | 3 |
| Anisa Kalondeng | Affiliation unknown | 3 |
| Siswanto Siswanto | Affiliation unknown | 3 |
| Prastawa Budi | Affiliation unknown | 2 |
| Andi Tenrisa’na | Affiliation unknown | 2 |
| Seniwati Dali | Affiliation unknown | 2 |
| L. Musa Ramang | Affiliation unknown | 2 |
| Widya Nauli Amalia Puteri | Affiliation unknown | 2 |
| Bunga Aprilia | Affiliation unknown | 2 |
| Nurtiti Sunusi | Affiliation unknown | 2 |
| Sitti Sahriman | Affiliation unknown | 2 |
| Deby Noviani | Universitas Islam Negeri Raden Fatah Palembang | 1 |
| Winda Rahayu Fitriani | Universitas Islam Negeri Raden Fatah Palembang | 1 |
| Cinta Mellinda | Universitas Islam Negeri Raden Fatah Palembang | 1 |
| Feni Juniati | Universitas Islam Negeri Raden Fatah Palembang | 1 |
| Muhammad Win Afgani | Universitas Islam Negeri Raden Fatah Palembang | 1 |
| Heni Pujiastuti | Sultan Ageng Tirtayasa University | 1 |
| Hepsi Nindiasari | Sultan Ageng Tirtayasa University | 1 |
| Zhazha Alifkhamulki Ramdhani | Affiliation unknown | 1 |
| Samsul Arifin | Affiliation unknown | 1 |
| Iis Cendrah Kasih | Affiliation unknown | 1 |
| Dewi Rahma Ente | Affiliation unknown | 1 |
| Azman Azman | Affiliation unknown | 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.