Publications

Sunandi, E., Notodiputro, K. A., & Indahwati, A. M. (2023). Small Area Estimation of Illiteracy Rates based on Beta-Binomial Model using Hierarchical Likelihood Approach.

Aldania, A. N. A., Soleh, A. M., Notodiputro, K. A., & others. (2023). A Comparative Study of CatBoost and Double Random Forest for Multi-class Classification. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 7(1), 129–137.

Pusponegoro, N. H., Kurnia, A., Notodiputro, K. A., Soleh, A. M., & Astuti, E. T. (2021). Area specific effects selection of small area estimation for construction of regional consumer price indices in Indonesia. Commun. Math. Biol. Neurosci., 2021, Article-ID.

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.

Novkaniza, F., Notodiputro, K. A., Mangku, I. W., & Sadik, K. (2021). Density Estimation of Neonatal Mortality Rate Using Empirical Bayes Deconvolution in Central Java Province, Indonesia. Procedia Computer Science, 179, 361–367.

Notodiputro, K. A., Sartono, B., & others. (2021). AMAZonn (A Multicollinearity-adjusted Adaptive LASSO for Zero-infated Count Regression) with Weight of Expectation Maximization Standard Error Adaptive LASSO (SEAL AL) for Zero Inflated Poisson Data. Journal of Physics: Conference Series, 1776, 012050.

Angraini, Y., Notodiputro, K. A., Saefuddin, A., & Toharudin, T. (2020). Latent factor linear mixed model (LFLMM) for modelling Flanders data. Commun. Math. Biol. Neurosci., 2020, Article-ID.

Chen, S., Notodiputro, K. A., & Rahardiantoro, S. (2020). PENERAPAN ANALISIS LASSO DAN GROUP LASSO DALAM MENGIDENTIFIKASI FAKTOR-FAKTOR YANG BERHUBUNGAN DENGAN TUBERKULOSIS DI JAWA BARAT. Indonesian Journal of Statistics and Its Applications, 4(1), 39–54.

Oktarina, C., Notodiputro, K. A., & Indahwati, I. (2020). COMPARISON OF K-MEANS CLUSTERING METHOD AND K-MEDOIDS ON TWITTER DATA. Indonesian Journal of Statistics and Its Applications, 4(1), 189–202.

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

Sulistyowati, U., Notodiputro, K. A., & Sumertajaya, I. M. (2020). A REPEATED CROSS-SECTIONAL MODEL FOR ANALYZING UNEMPLOYMENT DATA IN BOGOR. Indonesian Journal of Statistics and Its Applications, 4(2), 254–260.

Kuswari, H., Afendi, F. M., & Notodiputro, K. A. (2020). METODE ANALISIS DISKRIMINAN KUADRAT TERKECIL PARSIAL UNTUK KLASIFIKASI SEGMEN LOYALITAS KONSUMEN SUSU PERTUMBUHAN. Indonesian Journal of Statistics and Its Applications, 4(2), 284–295.

Eminita, V., Notodiputro, K., & Sartono, B. (2020). Variable that influence achievement of indonesian students in the program international student assessment (PISA) 2015 using structural equation modelling (SEM). Journal of Physics: Conference Series, 1521, 042041.

Arisanti, R., Sumertajaya, I., Notodiputro, K. A., & others. (2020). Firth bias correction for estimating variance components of logistics linear mixed model using penalized quasi likelihood method. Commun. Math. Biol. Neurosci., 2020, Article-ID.

Setyowati, I. R., Notodiputro, K. A., & Kurnia, A. (2020). A study of fixed-b asymptotic distribution models for analysing determinants of drop-out rates in Central Java. AIP Conference Proceedings, 2296, 020094.

Ubaidillah, A., Notodiputro, K. A., Kurnia, A., & Mangku, I. W. (2019). Multivariate Fay-Herriot models for small area estimation with application to household consumption per capita expenditure in Indonesia. Journal of Applied Statistics, 46(15), 2845–2861.

Santi, V., Notodiputro, K., & Sartono, B. (2019). Variable selection methods applied to the mathematics scores of Indonesian students based on convex penalized likelihood. Journal of Physics: Conference Series, 1402, 077096.

Rahardiantoro, S., Notodiputro, K. A., & Kurnia, A. (2018). Prediction Intervals of Response Variables based on Quantiles in High Dimensional Regression Analyses. IOP Conference Series: Earth and Environmental Science, 187, 012045.

Handayani, D., Notodiputro, K. A., Saefuddin, A., Mangku, I. W., & Kurnia, A. (2018). Empirical Best Predictor for Nested Error Regression Small Area Models. IOP Conference Series: Earth and Environmental Science, 187, 012036.

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.

Yulita, T., Notodiputro, K. A., & Sadik, K. (2018). M-Estimation Use Bisquare, Hampel, Huber, and Welsch Weight Functions in Robust Regression.

Permatasari, A., Notodiputro, K. A., & Sadik, K. (2018). Mengukur Indeks Kebahagiaan Mahasiswa IPB Menggunakan Analisis Faktor. Xplore: Journal of Statistics, 2(1), 1–8.

Hariyanto, S., Notodiputro, K., Kurnia, A., & Sadik, K. (2018). Measurement error in small area estimation: a literature review. IOP Conference Series: Earth and Environmental Science, 187, 012034.

Ubaidillah, A., Notodiputro, K. A., Kurnia, A., & Mangku, I. W. (2018). A Comparative Study of Robust t Linear Mixed Models with Application to Household Consumption Per Capita Expenditure Data. Applied Mathematical Sciences, 12(2), 57–68.

Santoso, B., Wijayanto, H., Notodiputro, K., & Sartono, B. (2018). A Comparative Study of Synthetic Over-sampling Method to Improve the Classification of Poor Households in Yogyakarta Province. IOP Conference Series: Earth and Environmental Science, 187, 012048.

Santoso, B., Wijayanto, H., Notodiputro, K. A., & Sartono, B. (2018). K-Neighbor Over-Sampling with Cleaning Data: A New Approach to Improve Classification Performance in Data Sets with Class Imbalance. Applied Mathematical Sciences, 12(10), 449–460.

Pratiwi, A., Notodiputro, K. A., & Wijayanto, H. (2018). Pemodelan Loyalitas Konsumen Susu Pertumbuhan dalam Mengikuti Program Rewards Menggunakan Metode Random Forest dan Neural Network. Xplore: Journal of Statistics, 2(2), 41–48.

Wanishsakpong, W., & Notodiputro, K. A. (2018). Locally weighted scatter-plot smoothing for analysing temperature changes and patterns in A ustralia. Meteorological Applications, 25(3), 357–364.

Muslim, A., Hayati, M., Sartono, B., & Notodiputro, K. (2018). A Combined Modeling of Generalized Linear Mixed Model and LASSO Techniques for Analizing Monthly Rainfall Data. IOP Conference Series: Earth and Environmental Science, 187, 012044.

Novkaniza, F., Notodiputro, K., & Sartono, B. (2018). Bootstrap Confidence Interval of Prediction for Small Area Estimation Based on Linear Mixed Model. IOP Conference Series: Earth and Environmental Science, 187, 012040.

Novkaniza, F., Hayati, M., Sartono, B., & Notodiputro, K. A. (2018). Fused Lasso For Modeling Monthly Raifall In Indramayu Sub Distric West Java Indonesia. IOP Conference Series: Earth and Environmental Science, 187, 012046.

Handayani, D., Folmer, H., Kurnia, A., & Notodiputro, K. A. (2018). The spatial empirical Bayes predictor of the small area mean for a lognormal variable of interest and spatially correlated random effects. Empirical Economics, 55(1), 147–167.

Bodromurti, W., Notodiputro, K. A., & Kurnia, A. (2018). Zero Inflated Binomial Model for Infant Mortality Data in Indonesia. International Journal of Applied Engineering Research, 13(6), 3139–3143.

Rahardiantoro, S., Notodiputro, K. A., & Kurnia, A. (2017). Prediction Intervals of Model Averaging Methods for High–Dimensional Data. Egional S, 176.

Sumarni, C., Sadik, K., Notodiputro, K., & Sartono, B. (2017). Robustness of location estimators under t-distributions: a literature review. IOP Conference Series: Earth and Environmental Science, 58, 012015.

Salma, A., Sadik, K., & Notodiputro, K. A. (2017). Small area estimation of per capita expenditures using robust empirical best linear unbiased prediction (REBLUP). AIP Conference Proceedings, 1827, 020027.

Susianto, Y., Notodiputro, K. A., Kurnia, A., & Wijayanto, H. (2017). Small Area Estimation Models with Time Factor Effects for Repeated Measurement Data. Applied Mathematical Sciences, 11(41), 1995–2010.

Ubaidillah, A., Notodiputro, K., Kurnia, A., Fitrianto, A., & Mangku, I. (2017). A robustness study of student-t distributions in regression models with application to infant birth weight data in Indonesia. IOP Conference Series: Earth and Environmental Science, 58, 012013.

Arisanti, R., Notodiputro, K., Sadik, K., & Lim, A. (2017). Bias Reduction in Estimating Variance Components of Phytoplankton Existence at Na Thap River Based on Logistics Linear Mixed Models. IOP Conference Series: Earth and Environmental Science, 58, 012014.

Susianto, Y., Notodiputro, K., Kurnia, A., & Wijayanto, H. (2017). A Comparative Study of Imputation Methods for Estimation of Missing Values of Per Capita Expenditure in Central Java. IOP Conference Series: Earth and Environmental Science, 58, 012017.

Handayani, D., Notodiputro, K. A., Sadik, K., & Kurnia, A. (2017). A comparative study of approximation methods for maximum likelihood estimation in generalized linear mixed models (GLMM). AIP Conference Proceedings, 1827, 020033.

Santoso, B., Wijayanto, H., Notodiputro, K., & Sartono, B. (2017). Synthetic over sampling methods for handling class imbalanced problems: a review. IOP Conference Series: Earth and Environmental Science, 58, 012031.

Notodiputro, K. A. (2017). Big Data untuk Pendidika (The Use of Big Data for Education). Procediamath, 1(1).

Angraini, Y., Notodiputro, K. A., Sadik, K., & Chesoh, S. (2017). Linear Mixed Models for Analyzing Total Weights of Fish in Na Thap River, Southern Thailand. ISI Regional Statistics Conference.

Pusponegoro, N. H., Muslim, A., Notodiputro, K. A., Sartono, B., & others. (2017). Group LASSO for Rainfall Data Modeling in Indramayu District, West Java, Indonesia. Procedia Computer Science, 116, 190–197.

Pusponegoro, N. H., Notodiputro, K. A., Sartono, B., & others. (2017). Linear mixed model for analyzing longitudinal data: A simulation study of children growth differences. Procedia Computer Science, 116, 284–291.

Wahyudi, Notodiputro, K. A., Kurnia, A., & Anisa, R. (2016). A study of area clustering using factor analysis in small area estimation (An analysis of per capita expenditures of subdistricts level in regency and municipality of Bogor). AIP Conference Proceedings, 1707, 080017.

Muchlisoh, S., Kurnia, A., Notodiputro, K. A., & Mangku, I. W. (2016). Estimation of unemployment rates using small area estimation model by combining time series and cross-sectional data. AIP Conference Proceedings, 1707, 080013.

Wanishsakpong, W., McNeil, N., & Notodiputro, K. A. (2016). Trend and pattern classification of surface air temperature change in the Arctic region. Atmospheric Science Letters, 17(7), 378–383.

Wanishsakpong, W., Notodiputro, K. A., & McNeil, N. (2016). Clustering and forecasting maximum temperature of Australia. Chiang Mai Journal Science, 43(4), 904–914.