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Articles

Pusponegoro, N. H., Kurnia, A., Notodiputro, K. A., Soleh, A. M., & Astuti, E. T. (2021). Small Area Estimation of Sub-District’s Per Capita Expenditure through Area Effects Selection using LASSO Method. Procedia Computer Science, 179, 754–761.
Purnama, Y., Affendi, F. M., & Soleh, A. M. (2021). Pemodelan Pola Produktivitas Cabai Rawit di Kabupaten Magelang. Xplore: Journal of Statistics, 10(1), 1–11.
Nisa, Z. I., Soleh, A. M., & Wijayanto, H. (2021). Identifikasi Faktor-Faktor yang Memengaruhi Prestasi Mahasiswa Menggunakan Regresi Logistik Ordinal dan Random Forest Ordinal: Studi Kasus Mahasiswa FMIPA IPB Angkatan 2015-2017. Xplore: Journal of Statistics, 10(1), 88–101.
Tamara, N., Dwi Muchisha, N., Andriansyah, A., & Soleh, A. M. (2020). Nowcasting Indonesia’s GDP Growth Using Machine Learning Algorithms. University Library of Munich, Germany.
Trianjaya, B., Kurnia, A., & Soleh, A. M. (2020). KAJIAN PENGARUH PENAMBAHAN INFORMASI GEROMBOL TERHADAP PREDIKSI AREA NIRCONTOH PADA DATA BINOMIAL. Indonesian Journal of Statistics and Its Applications, 4(4), 566–578.
Adam, F. F., Kurnia, A., Purnaba, I., Mangku, I. W., & Soleh, A. M. (2020). Tweedie compound Poisson model with first order autoregressive time random effect. Commun. Math. Biol. Neurosci., 2020, Article–ID.
Pusponegoro, N. H., Kurnia, A., Notodiputro, K. A., Soleh, A. M., & Astuti. (2020). Small Area Estimation with Penalty for Specific Area Effects Selection. Proceedings of the 1st International Conference on Statistics and Analytics. https://eudl.eu/doi/10.4108/eai.2-8-2019.2290492
Yunus, M., Saefuddin, A., & Soleh, A. M. (2020). PEMODELAN STATISTICAL DOWNSCALING DENGAN LASSO DAN GROUP LASSO UNTUK PENDUGAAN CURAH HUJAN. Indonesian Journal of Statistics and Its Applications, 4(4), 649–660.
Pusparani, W., Soleh, A. M., & Rizki, A. (2020). PENGGEROMBOLAN TWEET BADAN NASIONAL PENANGGULANGAN BENCANA INDONESIA PERIODE AGUSTUS 2018 FEBRUARI 2019 MENGGUNAKAN TEXT MINING. Indonesian Journal of Statistics and Its Applications, 4(4), 590–603.
Wicaksono, A. S., Wijayanto, H., & Soleh, A. M. (2020). Daily Rainfall Prediction using Two-Stage Modeling with Boosting Classification on Statistical Downscaling. Proceedings of the 1st International Conference on Statistics and Analytics. https://eudl.eu/doi/10.4108/eai.2-8-2019.2290524
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.
Rakhmalia, R. I., Soleh, A. M., & Sartono, B. (2020). PENDUGAAN CURAH HUJAN DENGAN TEKNIK STATISTICAL DOWNSCALING MENGGUNAKAN CLUSTERWISE REGRESSION SEBARAN TWEEDIE. Indonesian Journal of Statistics and Its Applications, 4(3), 473–483.
Yaman, A., Sartono, B., & Soleh, A. M. (2020). Identifikasi kecakapan inovasi lembaga riset di Indonesia berbasis dokumen. Berkala Ilmu Perpustakaan Dan Informasi, 16(2), 142–154.
Hadiana, R., Soleh, A. M., & Sartono, B. (2020). Two-Stage Statistical Downscaling Modeling with Multi-Class Random Forest on Rainfall Prediction. Proceedings of the 1st International Conference on Statistics and Analytics. 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? Proceedings of the 1st International Conference on Statistics and Analytics. 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. Proceedings of the 1st International Conference on Statistics and Analytics. https://eudl.eu/doi/10.4108/eai.2-8-2019.2290521
_Raharjo, R., Soleh, A. M., & Sartono, B. (2019). An empirical study of the performance of two stage optimal ensemble classification using genetic algorithm. IOP Conference Series: Earth and Environmental Science, 299, 012024.
Marsuhandi, A. H., Soleh, A. M., Wijayanto, H., & Domiri, D. D. (2019). PEMANFAATAN ENSEMBLE LEARNING DAN PENGINDERAAN JAUH UNTUK PENGKLASIFIKASIAN JENIS LAHAN PADI. Seminar Nasional Official Statistics, 2019, 188–195.
Wigena, A. H., Soleh, A. M., Syafitri, U. D., & others. (2019). Algorithms for i-optimal designs for ordinal response: a literature approach. Journal of Physics: Conference Series, 1317, 012001.
Rahayu, W., Syafitri, U., & Soleh, A. (2019). D-optimal design for ordinal responses in mixture experiments. Journal of Physics: Conference Series, 1317, 012017.
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).
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).
Fauziyah, A., Sartono, B., & Soleh, A. M. (2018). The Comparison of Classification Method between SIMCA and Robust SIMCA (RSIMCA) on Data with Outlier. IOP Conference Series: Earth and Environmental Science, 187, 012050.
Tanur, E., Kurnia, A., Notodiputro, K. A., & Soleh, A. M. (2018). Estimation of Small Area Means for Subsample Repeated Measurement Data. IOP Conference Series: Earth and Environmental Science, 187, 012033.
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. 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. 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. http://www.stat.ipb.ac.id/journals/index.php/xplore/article/view/76
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. http://journal.stats.id/index.php/ijsa/article/view/63
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. http://www.stat.ipb.ac.id/journals/index.php/xplore/article/view/79
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. 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. IOP Conference Series: Materials Science and Engineering, 332, 012049. 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. http://ijsrset.com/paper/4980.pdf
Ali, I., Djuraidah, A., & Soleh, A. (2017). Gamma Response Regression with Percentile Lasso and Ridge to Estimate Extreme Rainfall. ICMSE : Contribution of Mathematics and Science Research for Sustainable Life in Facing Global Challenge, 3, M45–M49. http://journal.unnes.ac.id/sju/index.php/icmse/article/view/13402
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). The 2nd International Conference On Applied Statistics (ICAS 2016), 121–129. http://journal.stats.id/index.php/proceeding/article/view/5
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. 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). AIP Conference Proceedings, 1827, 020004. http://aip.scitation.org/doi/abs/10.1063/1.4979420
Yunus, M., Saefuddin, A., & Soleh, A. M. (2017). Characteristics of Group LASSO in Handling High Correlated Data. Applied Mathematical Sciences, 11(20), 953–961. http://www.m-hikari.com/ams/ams-2017/ams-17-20-2017/7276.html
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. 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. http://pulselabjakarta.org/assets/uploadworks/2018-08-01-11-39-49.pdf#page=29
Wigena, A. H., Djuraidah, A., & Soleh, A. M. (2016). PENGEMBANGAN METODE KOMPUTASI STATISTIK PADA MODEL LINIER NILAI EKSTRIM DENGAN REGULARISASI L1 DAN L2.
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