Open Access
| Issue |
BIO Web Conf.
Volume 186, 2025
The 2nd International Seminar on Tropical Bioresources Advancement and Technology (ISOTOBAT 2025)
|
|
|---|---|---|
| Article Number | 02012 | |
| Number of page(s) | 13 | |
| Section | Socio-economics and Business Transformation in Tropical Bioresources | |
| DOI | https://doi.org/10.1051/bioconf/202518602012 | |
| Published online | 22 August 2025 | |
- BPS, Indikator pertanian 2021, (Badan Pusat Statistik, Jakarta, 2022). [Online]. Available: https://www.bps.go.id/id/publication/2022/10/10/6bf975b9cd623dc14c4b1bbc/indikato r-pertanian-2021.html [Google Scholar]
- FAO, The future of food and agriculture trends and challenges, (Food and Agriculture Organization of the United Nations, Rome, 2017). [Online]. Available: https://openknowledge.fao.org/server/api/core/bitstreams/2e90c833-8e84-46f2-a675- ea2d7afa4e24/content [Google Scholar]
- R.A. Castaneda, Aguilar et al., March 2024 global poverty update from the World Bank: first estimates of global poverty until 2022 from survey data, (World Bank, 2024). [Online]. Available: https://blogs.worldbank.org/en/opendata/march-2024-global- poverty-update-from-the-world-bank--first-esti [Google Scholar]
- J.N.K. Rao and I. Molina, Small area estimation, (Wiley, New Jersey, 2015). https://doi.org/10.1002/9781118735855 [Google Scholar]
- P.C. Segovia, I. Molina, A. Cojocaru, S. Segovia, The smaller, the better: the decades- long evolution of mapping poverty, (World Bank, 2024). [Online]. Available: https://blogs.worldbank.org/en/opendata/smaller-better-decades-long-evolution- mapping-poverty [Google Scholar]
- R.E. Fay, R.A. Herriot, Estimates of income for small places: an application of james- stein procedures to census data. J. Am. Stat. Assoc. 74, 366a, 269–277 (1979). https://doi.org/10.1080/01621459.1979.10482505 [Google Scholar]
- G. Biau, E. Scornet, A random forest guided tour. TEST. 25, 2, 197–227 (2016). https://doi.org/10.1007/s11749-016-0481-7 [Google Scholar]
- N. Tzavidis, Small area estimation in the era of machine learning and alternative data sources : opportunities , challenges and outlook. J. Off. Stat., (In Press), 1–8 (2022). [Online]. Available: https://eprints.soton.ac.uk/500725/2/JOS_Article_Tzavidis.pdf [Google Scholar]
- S.W.J. BPK, Peraturan Presiden Republik Indonesia Nomor 62 Tahun 2023 tentang Percepatan Pelaksanaan Reforma Agraria, (Sekretariat Negara, Jakarta, 2023). [Online]. Available: https://peraturan.bpk.go.id/Details/265755/perpres-no-62-tahun-2023 [Google Scholar]
- J. Luisávila-Valdez, M. Huerta, V. Leiva, M. Riquelme, L. Trujillo, The fay–herriot model in small area estimation: em algorithm and application to official data. REVSTAT-Statistical J. 18, 5, 613–635 (2020). https://doi.org/10.57805/revstat.v18i5.323 [Google Scholar]
- J.F. Schmitt, A forest for the trees: using random forests for small area estimation on us forest inventory data, Bachelor’s thesis, Harvard University, Cambridge, 2023. [Online]. Available: https://dash.harvard.edu/handle/1/37378277 [Google Scholar]
- P. Krennmair, T. Schmid, Flexible domain prediction using mixed effects random forests. J. R. Stat. Soc. Ser. C Appl. Stat. 71, 5, 1865–1894 (2022). https://doi.org/10.1111/rssc.12600. [Google Scholar]
- T. Żądło, A. Chwila, A step towards the integration of machine learning and small area estimation. Stat. Modelling. 24, 5, 395–421 (2024). https://doi.org/10.1177/1471082X231210175. [Google Scholar]
- W.B. Komalasari et al., Analisis kesejahteraan petani tahun 2023, (Pusat Data dan Sistem Informasi Pertanian Sekretariat Jenderal - Kementerian Pertanian, Jakarta, 2023). [Online]. Available: https://satudata.pertanian.go.id/assets/docs/publikasi/Buku_analisis_Kestan_2023.pdf [Google Scholar]
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