Akses terbuka Jurnal SINTA 3
CLUSTER FAST DOUBLE BOOTSTRAP APPROACH WITH RANDOM EFFECT SPATIAL MODELING
BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 17 No. 2 (2023) · hlm. 0945–0954
- ISSN
- 2615-3017, 1978-7227
- Terbit
- 2023-06-11
- Penerbit
- PATTIMURA UNIVERSITY
- Bahasa
- eng
Abstrak
Panel data is a combination of cross-sectional and time series data. Spatial panel analysis is an analysis to obtain information based on observations affected by the space or location effects. The effect of location effects on spatial analysis is presented in the form of weighting. The use of panel data in spatial regression provides a number of advantages, however, the spatial dependence test and parameter estimators generated in the spatial regression of data panel will be inaccurate when applied to areas with a small number of spatial units. One method to overcome the problem of small spatial unit size is the bootstrap method. This study used the fast double bootstrap (FDB) method by modeling the poverty rate in the Flores islands. The data used in the study was sourced from the BPS NTT Province website. The results of Hausman test show that the right model is Random effect. The spatial dependence test concludes that there is a spatial dependence and the poverty modeling in the Flores islands tends to use the SAR model. SAR random effect model R2 shows the value of 77.38 percent and it does not meet the assumption of normality. Spatial Autoregressive Random effect model with the Fast Double Bootstrap approach is able to explain the diversity of poverty rate in the Flores Island by 99.83 percent and fulfilling the assumption of residual normality. The results of the analysis using the FDB approach on the spatial panel show better results than the common spatial panel.
Jaringan kolaborasi para penulis
40 penulis · 126 tautan kepenulisan bersama · 20 lintas organisasi · menampilkan 40 yang paling banyak terhubung
Arahkan kursor atau ketuk sebuah nama untuk menyorot rekan penulisnya. Klik dua kali untuk membuka halaman penulis.
- University of Brawijaya
- Universitas Negeri Surabaya
- Universitas Papua
- State University of Malang
- University of Bengkulu
- Université d’Antsiranana
- University of Pembangunan Nasional Veteran Jawa Timur
- Afiliasi tidak diketahui
- Organisasi berbeda
- Organisasi sama
- Afiliasi tidak diketahui
- Garis lebih tebal = lebih banyak artikel bersama · lingkaran lebih besar = lebih banyak artikel
Tampilkan sebagai tabel
| Rekan penulis | Organisasi | Artikel bersama |
|---|---|---|
| Atiek Iriany | University of Brawijaya | 5 |
| Suci Astutik | University of Brawijaya | 5 |
| Eni Sumarminingsih | University of Brawijaya | 2 |
| Danang Ariyanto | Universitas Negeri Surabaya | 2 |
| Abdi Negara Guci | University of Brawijaya | 2 |
| Viky Iqbal Azizul Alim | State University of Malang | 2 |
| Laila Nur Azizah | University of Brawijaya | 2 |
| Meirida Karisma Putri | University of Brawijaya | 2 |
| Achmad Efendi | University of Brawijaya | 2 |
| Sativandi Riza | University of Brawijaya | 2 |
| Rinda Lolita Melanwati | University of Brawijaya | 1 |
| Adji Fernandes | Afiliasi tidak diketahui | 1 |
| Solimun | Afiliasi tidak diketahui | 1 |
| Dea Saraswati Pramaningrum | University of Brawijaya | 1 |
| Fachira Haneinanda Junianto | University of Brawijaya | 1 |
| Nabila Ayunda Sovia | Afiliasi tidak diketahui | 1 |
| Luthfatul Amaliana | Afiliasi tidak diketahui | 1 |
| Rossanda Sevia Gadis | Afiliasi tidak diketahui | 1 |
| Naurah Atikah Rabbani | Afiliasi tidak diketahui | 1 |
| Novi Nur Aini | University of Brawijaya | 1 |
| Sri Handayani | University of Brawijaya | 1 |
| Nur Silviyah Rahmi | University of Brawijaya | 1 |
| Alifiandi Rafi Muhammad | University of Brawijaya | 1 |
| Ulfah Maisaroh | University of Brawijaya | 1 |
| Dahlia Gladiola Rurina Menufandu | Universitas Papua | 1 |
| Danang Arianto | University of Brawijaya | 1 |
| Arditama Putra | University of Brawijaya | 1 |
| Devi Azarina Manzilir Rohmah | University of Brawijaya | 1 |
| Fachri Faisal | University of Bengkulu | 1 |
| Adji Achmad Rinaldo Fernandes | University of Brawijaya | 1 |
| Armando Jacquis Federal Zamelina | University of Brawijaya | 1 |
| Lucius Ramifidisoa | Université d’Antsiranana | 1 |
| Solimun Solimun | University of Brawijaya | 1 |
| Hafizh Syihabuddin Al Jauhar | University of Brawijaya | 1 |
| Naufal Shela Abdila | University of Brawijaya | 1 |
| Muhamad Liswansyah Pratama | University of Pembangunan Nasional Veteran Jawa Timur | 1 |
Afiliasi berasal dari OpenAlex; metadata OAI-PMH jurnal tidak memuatnya. Penulis tanpa ID OpenAlex dicocokkan berdasarkan nama, sehingga dua orang bisa tergabung atau satu orang bisa terpisah.