Home » Khairil A Notodiputro’s Publications

Khairil A Notodiputro’s Publications

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
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.
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. In Journal of Physics: Conference Series (Vol. 1402, p. 077096). IOP Publishing.
Hariyanto, S., Notodiputro, K., Kurnia, A., & Sadik, K. (2018). Measurement error in small area estimation: a literature review. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012034). IOP Publishing.
Yulita, T., Notodiputro, K. A., & Sadik, K. (2018). M-Estimation Use Bisquare, Hampel, Huber, and Welsch Weight Functions in Robust Regression.
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.
Permatasari, A., Notodiputro, K. A., & Sadik, K. (2018). Mengukur Indeks Kebahagiaan Mahasiswa IPB Menggunakan Analisis Faktor. Xplore: Journal of Statistics, 2(1), 1–8.
Rahardiantoro, S., Notodiputro, K. A., & Kurnia, A. (2018). Prediction Intervals of Response Variables based on Quantiles in High Dimensional Regression Analyses. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012045). IOP Publishing.
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.
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.
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.
Handayani, D., Notodiputro, K. A., Saefuddin, A., Mangku, I. W., & Kurnia, A. (2018). Empirical Best Predictor for Nested Error Regression Small Area Models. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012036). IOP Publishing.
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.
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. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012048). IOP Publishing.
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.
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. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012044). IOP Publishing.
Novkaniza, F., Hayati, M., Sartono, B., & Notodiputro, K. A. (2018). Fused Lasso For Modeling Monthly Raifall In Indramayu Sub Distric West Java Indonesia. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012046). IOP Publishing.
Novkaniza, F., Notodiputro, K., & Sartono, B. (2018). Bootstrap Confidence Interval of Prediction for Small Area Estimation Based on Linear Mixed Model. In IOP Conference Series: Earth and Environmental Science (Vol. 187, p. 012040). IOP Publishing.
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.
Sumarni, C., Sadik, K., Notodiputro, K., & Sartono, B. (2017). Robustness of location estimators under t-distributions: a literature review. In IOP Conference Series: Earth and Environmental Science (Vol. 58, p. 012015). IOP Publishing.
Rahardiantoro, S., Notodiputro, K. A., & Kurnia, A. (2017). Prediction Intervals of Model Averaging Methods for High–Dimensional Data. Egional S, 176.
Salma, A., Sadik, K., & Notodiputro, K. A. (2017). Small area estimation of per capita expenditures using robust empirical best linear unbiased prediction (REBLUP). In AIP Conference Proceedings (Vol. 1827, p. 020027). AIP Publishing LLC.
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.
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. In IOP Conference Series: Earth and Environmental Science (Vol. 58, p. 012017). IOP Publishing.
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). In AIP Conference Proceedings (Vol. 1827, p. 020033). AIP Publishing LLC.
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. In IOP Conference Series: Earth and Environmental Science (Vol. 58, p. 012014). IOP Publishing.
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. In IOP Conference Series: Earth and Environmental Science (Vol. 58, p. 012013). IOP Publishing.
Santoso, B., Wijayanto, H., Notodiputro, K., & Sartono, B. (2017). Synthetic over sampling methods for handling class imbalanced problems: a review. In IOP conference series: earth and environmental science (Vol. 58, p. 012031). IOP Publishing.
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. In ISI Regional Statistics Conference.
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.
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.
Notodiputro, K. A. (2017). Big Data untuk Pendidika (The Use of Big Data for Education). Procediamath, 1(1).
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. In AIP Conference Proceedings (Vol. 1707, p. 080013). AIP Publishing LLC.
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). In AIP Conference Proceedings (Vol. 1707, p. 080017). AIP Publishing LLC.
Wanishsakpong, W., Notodiputro, K. A., & McNeil, N. (2016). Clustering and forecasting maximum temperature of Australia. Chiang Mai Journal Science, 43(4), 904–914.
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.
Muchlisoh, S., Kurnia, A., Notodiputro, K. A., & Mangku, I. W. (2015). Estimation of Unemployment Rate Using Small Area Estimation Model Based on A Rotating Panel National Labor Force Survey. In Forum Statistika dan Komputasi (Vol. 20).
Zainuddin, H. A., Notodiputro, K. A., & Sadik, K. (2015). A SIMULATION STUDY OF LOGARITHMIC TRANSFORMATION MODEL IN SPATIAL E MPIRICAL BEST LINEAR UNBIASED PREDICTION (SEBLUP) METHOD OF SMALL AREA ESTIMATION. In Forum Statistika dan Komputasi (Vol. 20).
Sastri, R., Notodiputro, K. A., & others. (2015). AUTOREGRESSIVE MOVING AVERAGE (ARMA) MODEL FOR DETECTING SPATIAL DEPENDENCE IN INDONESIAN INFANT MORTALITY DATA. In Forum Statistika dan Komputasi (Vol. 20).
Setyawan, A. B., Notodiputro, K. A., & others. (2015). COMPARISON OF LOW BIRTH WEIGHT RATE ESTIMATES BASED ON DIFFERENT AGGREGATE LEVELS DATA USING LOGISTIC REGRESSION MODEL. In Forum Statistika dan Komputasi (Vol. 20).
Anisa, R., Notodiputro, K. A., & Kurnia, A. (2014). Small Area Estimation for Non-Sampled Area Using Cluster Information and Winsorization with Application to BPS Data. In Proceedings of ICCS (Vol. 13, pp. 453–462).
Sunandi, E., Notodiputro, K. A., & Djuraidah, A. (2013). Model Spasial Bayes Dalam Pendugaan Area Kecil Dengan Peubah Respon Biner. Prosiding SEMIRATA 2013, 1(1).
Putri, C., Notodiputro, K. A., & others. (2013). BOOTSTRAP PARAMETRIK DAN NONPARAMETRIK UNTUK PENDUGAAN KUADRAT TENGAH GALAT DALAM STATISTIK AREA KECIL DENGAN RESPON BERSEBARAN LOGNORMAL. In Forum Statistika dan Komputasi (Vol. 18).
Kurnia, A., & Notodiputro, K. A. (2012). Pendekatan Generalized Additive Mixed Models dalam Pendugaan Parameter pada Small Area Estimation. Jurnal Sains MIPA Universitas Lampung, 5(3).
Rumiati, A. T., Notodiputro, K. A., Sadik, K., & Mangku, I. W. (2012). Empirical Bayesian Method for the Estimation of Literacy Rate at Sub-district Level Case Study: Sumenep District of East Java Province. IPTEK The Journal for Technology and Science, 23(1).
Notodiputro, K. A., Wigena, A. H., & Fitriadi, F. (2012). Pendekatan regresi komponen utama dan arima untuk statistical downscaling. Jurnal Sains MIPA Universitas Lampung, 3(3).
Widyaningsih, Y., Saefuddin, A., Notodiputro, K. A., & Wigena, A. H. (2012). Nested generalized linear mixed model with ordinal response: Simulation and application on poverty data in Java Island. In AIP Conference Proceedings (Vol. 1450, pp. 147–154). American Institute of Physics.
Widyaningsih, Y., Saefuddin, A., Notodiputro, K. A., & Wigena, A. H. (2012). Nested Generalized Linear Model with Ordinal Response for Correlated Data. IPTEK The Journal for Technology and Science, 23(2).
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