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Agus M Soleh’s Publications

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Pusponegoro, N. H., Kurnia, A., Notodiputro, K. A., Soleh, A. M., & Astuti. (2020). Small Area Estimation with Penalty for Specific Area Effects Selection. In Proceedings of the 1st International Conference on Statistics and Analytics. Retrieved from https://eudl.eu/doi/10.4108/eai.2-8-2019.2290492
Wicaksono, A. S., Wijayanto, H., & Soleh, A. M. (2020). Daily Rainfall Prediction using Two-Stage Modeling with Boosting Classification on Statistical Downscaling. In Proceedings of the 1st International Conference on Statistics and Analytics. Retrieved from https://eudl.eu/doi/10.4108/eai.2-8-2019.2290524
Hadiana, R., Soleh, A. M., & Sartono, B. (2020). Two-Stage Statistical Downscaling Modeling with Multi-Class Random Forest on Rainfall Prediction. In Proceedings of the 1st International Conference on Statistics and Analytics. Bogor. Retrieved from https://eudl.eu/doi/10.4108/eai.2-8-2019.2290525
Alifatussaadah, A., Primariesty, A. D., Soleh, A. M., & Andriansyah, A. (2020). Nowcasting Indonesia’s GDP Growth Using Dynamic Factor Model: Are Fiscal Data Useful? In Proceedings of the 1st International Conference on Statistics and Analytics. Retrieved from https://eudl.eu/doi/10.4108/eai.2-8-2019.2290478
Syafruddin, R., Soleh, A. M., & Wigena, A. H. (2020). Clusterwise Regression Model Development with Gamma Distribution. In Proceedings of the 1st International Conference on Statistics and Analytics. Retrieved from https://eudl.eu/doi/10.4108/eai.2-8-2019.2290521
Fauzi, A. A., Soleh, A. M., & Djuraidah, A. (2020). KAJIAN SIMULASI PERBANDINGAN METODE REGRESI KUADRAT TERKECIL PARSIAL, SUPPORT VECTOR MACHINE, DAN RANDOM FOREST. Indonesian Journal of Statistics and Its Applications, 4(1), 203–215.
Wigena, A. H., Soleh, A. M., Syafitri, U. D., & others. (2019). Algorithms for i-optimal designs for ordinal response: a literature approach. In Journal of Physics: Conference Series (Vol. 1317, p. 012001). IOP Publishing.
Rahayu, W., Syafitri, U., & Soleh, A. (2019). D-optimal design for ordinal responses in mixture experiments. In Journal of Physics: Conference Series (Vol. 1317, p. 012017). IOP Publishing.
Raharjo, R., Soleh, A., & Sartono, B. (2019). An empirical study of the performance of two stage optimal ensemble classification using genetic algorithm. In IOP Conference Series: Earth and Environmental Science (Vol. 299, p. 012024). IOP Publishing.
Karimah, Y., Wigena, A. H., & Soleh, A. M. (2019). PENENTUAN NILAI AMBANG BATAS SEBARAN PARETO TERAMPAT DENGAN MEASURE OF SURPRISE. Indonesian Journal of Statistics and Its Applications, 3(2), 161–168.
Butar-butar, V. P., Soleh, A. M., & Wigena, A. H. (2019). PEMODELAN CLUSTERWISE REGRESSION PADA STATISTICAL DOWNSCALING UNTUK PENDUGAAN CURAH HUJAN BULANAN. Indonesian Journal of Statistics and Its Applications, 3(3), 236–246.
Khairunnisa, K., Pitri, R., Butar-Butar, V. P., & Soleh, A. M. (2019). Pemanfaatan CFSRv2 untuk statistical downscaling menggunakan principal component regression dan partial least square. Xplore: Journal of Statistics, 8(1).
Pitri, R., Soleh, A. M., & Djuraidah, A. (2018). Statistical Downscaling Modeling Through K-means Clustering. International Journal of Scientific Research in Science, Engineering and Technology, 4(9), 220–227. Retrieved from http://ijsrset.com/paper/4959.pdf
Wijaya, J., Soleh, A. M., & Rizki, A. (2018). Penanganan Data Tidak Seimbang pada Pemodelan Rotation Forest Keberhasilan Studi Mahasiswa Program Magister IPB. Xplore: Journal of Statistics, 2(2), 32–40. Retrieved from http://www.stat.ipb.ac.id/journals/index.php/xplore/article/view/99/99
Amelia, O. D., Soleh, A. M., & Rahardiantoro, S. (2018). Pemodelan Support Vector Machine Data Tidak Seimbang Keberhasilan Studi Mahasiswa Magister IPB. Xplore: Journal of Statistics, 2(1), 33–40. Retrieved from http://www.stat.ipb.ac.id/journals/index.php/xplore/article/view/76
Tanur, E., Kurnia, A., Notodiputro, K. A., & Soleh, A. M. (2018). Estimation of Small Area Means for Subsample Repeated Measurement Data. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012033). IOP Publishing.
Yudistira, Y., Kurnia, A., & Soleh, A. M. (2018). BINOMIAL REGRESSION IN SMALL AREA ESTIMATION METHOD FOR ESTIMATE PROPORTION OF CULTURAL INDICATOR. Indonesian Journal of Statistics and Its Applications. Retrieved from http://journal.stats.id/index.php/ijsa/article/view/63
Firmansyah, D., Alamudi, A., & Soleh, A. M. (2018). Pembentukan Selang Kepercayaan Bootstrap Kebutuhan Hidup Mahasiswa FMIPA IPB (Studi Kasus Mahasiswa FMIPA angkatan 2015 dan 2016). Xplore: Journal of Statistics, 7(3).
Andrian, D., Soleh, A. M., & Wijayanto, H. (2018). Penerapan Metode Resampling dan K-Nearest Neighbor dalam Memprediksi Keberhasilan Studi Mahasiswa Program Magister IPB. Xplore: Journal of Statistics, 2(1), 49–60. Retrieved from http://www.stat.ipb.ac.id/journals/index.php/xplore/article/view/79
Fauziyah, A., Sartono, B., & Soleh, A. M. (2018). The Comparison of Classification Method between SIMCA and Robust SIMCA (RSIMCA) on Data with Outlier. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012050). IOP Publishing.
Setyono, S., Soleh, A. M., & Rochman, N. (2018). Pengendalian Koefisien Regresi Least Absolute Deviation pada Rentang Bermakna Menggunakan Program Linier. Informatika Pertanian, 27(1), 25–34. Retrieved from http://ejurnal.litbang.pertanian.go.id/index.php/IP/article/view/8274
Permai, S., Mukhaiyar, U., PP, N. S., Soleh, M., & Aini, Q. (2018). Spatial weighting approach in numerical method for disaggregation of MDGs indicators. In IOP Conference Series: Materials Science and Engineering (Vol. 332, p. 012049). IOP Publishing. Retrieved from http://iopscience.iop.org/article/10.1088/1757-899X/332/1/012049
Haji, H. A., Sadik, K., & Soleh, A. M. (2018). A Comparative Simulation Study of ARIMA and Fuzzy Time Series Model for Forecasting Time Series Data. International Journal of Scientific Research in Science, Engineering and Technology, 4(11), 49–56. https://doi.org/10.32628/IJSRSET1184112
Hermawati, F., Susetyo, B., & Soleh, A. M. (2018). Comparison of Cluster Ensemble and Two Step Cluster Methods on Clustering with Mixed Type Data. International Journal of Scientific Research in Science, Engineering and Technology, 4(9), 135–141. Retrieved from http://ijsrset.com/paper/4980.pdf
Hanif, I., Soleh, A. M., & Alamudi, A. (2017). PENDUGAAN PARAMETER FUNGSI COBB-DOUGLAS GALAT ADITIF DENGAN ALGORITME GENETIKA. Indonesian Journal of Statistics and Its Applications, 1(1), 39–55. Retrieved from http://journal.stats.id/index.php/ijsa/article/download/54/78/
Zulvia, P., Kurnia, A., & Soleh, A. M. (2017). Multilevel modeling and panel data analysis in educational research (Case study: National examination data senior high school in West Java). In AIP Conference Proceedings (Vol. 1827, p. 020004). AIP Publishing. Retrieved from http://aip.scitation.org/doi/abs/10.1063/1.4979420
Permatasari, S. M., Djuraidah, A., & Soleh, A. M. (2017). Statistical Downscaling with Gamma Distribution and Elastic Net Regularization. In The 2nd International Conference On Applied Statistics (ICAS 2016) (pp. 121–129). Retrieved from http://journal.stats.id/index.php/proceeding/article/view/5
Sugianto, W. D., Soleh, A. M., & Afendi, F. M. (2017). Forecasting Simulation with ARIMA and Combination of Stevenson-Porter-Cheng Fuzzy Time Series. Repositories-Dept. of Statistics, IPB University, 806–811.
Sholihin, M., Soleh, A. M., & Djuraidah, A. (2017). Geographically and Temporally Weighted Regression (GTWR) for Modeling Economic Growth using R. Repositories-Dept. of Statistics, IPB University, 800–805.
Permatasari, S. M., Djuraidah, A., & Soleh, A. M. (2017). Statistical downscaling with gamma distribution and elastic net regularization (case study: monthly rainfall 1981-2013 at Indramayu). In Proceeding The International Conference on Applied Statistics| Departemen Statistika FMIPA Universitas Padjadjaran (Vol. 2, p. 2).
Yunus, M., Saefuddin, A., & Soleh, A. M. (2017). Characteristics of Group LASSO in Handling High Correlated Data. Applied Mathematical Sciences, 11(20), 953–961. Retrieved from http://www.m-hikari.com/ams/ams-2017/ams-17-20-2017/7276.html
Ali, I., Djuraidah, A., & Soleh, A. (2017). Gamma Response Regression with Percentile Lasso and Ridge to Estimate Extreme Rainfall. In ICMSE : Contribution of Mathematics and Science Research for Sustainable Life in Facing Global Challenge (Vol. 3, pp. M45–M49). Faculty of Mathematics and NaturalSciences, Semarang State University. Retrieved from http://journal.unnes.ac.id/sju/index.php/icmse/article/view/13402
Mubarak, F., Wulandya, S. A., Seran, K., Soleh, A. M., & others. (2017). PEMODELAN TERBAIK DAN PERAMALAN TINGKAT SUKU BUNGA SPN 3 BULAN. Kajian Ekonomi Dan Keuangan, 1(3), 217–228. Retrieved from http://www.fiskal.kemenkeu.go.id/ojs_bkf/index.php/kek/article/view/202
Soleh, A. M., Aini, Q., Permai, S. D., & Mukhaiyar, U. (2017). Spatial Disaggregation of MDGs Indicator with Numerical Method Approach. The Third Research Dive on Statistics for Sustainable Development Goals, 22. Retrieved from http://pulselabjakarta.org/assets/uploadworks/2018-08-01-11-39-49.pdf#page=29
Soleh, A. M., Wigena, A. H., Djuraidah, A., & Saefuddin, A. (2016). Gamma distribution linear modeling with statistical downscaling to predict extreme monthly rainfall in Indramayu. In Mathematics, Statistics, and Their Applications (ICMSA), 2016 12th International Conference on (pp. 134–138). IEEE. Retrieved from http://ieeexplore.ieee.org/document/7954325/
Zega, Y., Sartono, B., & Soleh, A. M. (2016). Application of Regression Tree in Salary Estimation of Team Players in Final of European Football Championship 2016. International Journal of Engineering and Management Research (IJEMR), 6(5), 119–122.
Soleh, A. M., Wigena, A. H., Djuraidah, A., & Saefuddin, A. (2015). Pemodelan Statistical Downscaling untuk Menduga Curah Hujan Bulanan Menggunakan Model Linier Terampat Sebaran Gamma. Informatika Pertanian, 24(2), 215–222. Retrieved from http://www.litbang.pertanian.go.id/warta-ip/pdf-file/Vol-24-No2-2015/AgusM-Vol24No2-2015.pdf
Kurnia, A., Kusumaningrum, D., Soleh, A. M., Handayani, D., & Anisa, R. (2015). Small area estimation with winsorization method for poverty alleviation at a sub-district level. International Journal of Applied Mathematics and StatisticsTM, 53(6), 77–84. Retrieved from http://www.ceser.in/ceserp/index.php/ijamas/article/view/3747
Soleh, A. M., Wigena, A. H., Djuraidah, A., & Saefuddin, A. (2015). Statistical downscaling to predict monthly rainfall using linear regression with L1 regularization (LASSO). Applied Mathematical Sciences, 9(108), 5361–5369. Retrieved from http://www.m-hikari.com/ams/ams-2015/ams-105-108-2015/56434.html
Sartono, B., Hidayatuloh, A., & Soleh, A. M. (2015). An Implementation of Genetic Algorithm on Clusterwise Regression Analysis. In The 5th Annual Basic Science International Conference (Vol. 5, pp. 292–294). Faculty of Science of Brawijaya University. Retrieved from http://basic.ub.ac.id/files/proceeding/proceeding-basic-2015.pdf
Soleh, A. M., Salim, A., Wigena, A. H., Saefuddin, A., & Djuraidah, A. (2015). Estimation of Linear Regression Models with L1 Penalty (LASSO) using Iterative Approach and Its Implementation on Statistical Downscaling Models. In The 5th Annual Basic Science International Conference (Vol. 5, pp. 299–301). Faculty of Science of Brawijaya University. Retrieved from http://basic.ub.ac.id/files/proceeding/proceeding-basic-2015.pdf
Soleh, A. M., & Aunuddin. (2013). LASSO: SOLUSI ALTERNATIF SELEKSI PEUBAH DAN PENYUSUTAN KOEFISIEN MODEL REGRESI LINIER. In Forum Statistika dan Komputasi (Vol. 18). Retrieved from http://journal.ipb.ac.id/index.php/statistika/article/view/12314/9428
Soleh, A. M., Safitri, U. D., & Sumertajaya, I. (2010). Ipteks Bagi Masyarakat (IbM) Desa Petir.
Soleh, A. M., Darusman, L. K., & Rafi, M. (2008). Model otentikasi komposisi obat bahan alam berdasarkan spektra inframerah dan komponen utama studi kasus: obat bahan alam/fitofarmaka penurun tekanan darah. In Forum Statistika dan Komputasi (Vol. 13). Retrieved from http://journal.ipb.ac.id/index.php/statistika/article/view/5522
Soleh, A. M. (2004). Pengembangan Aplikasi Perangkat Lunak Regresi Komponen Utama. In FORUM STATISTIKA DAN KOMPUTASI (Vol. 9).
Agusta, I., Tetiani, A., & Soleh, A. M. (2003). Between Growth Poles and Poverty Alleviation Infrastructure Development Patterns in Rural Indonesia.
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