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  1. Boosting Mixed-Effects Models with SMOTE: Insights from Java’s Human Development Index

    Article • Statistics Optimization & Information Computing, October 2025, International Academic Press

    Anang Kurnia

  2. Evaluating Ordinal Multivariate Models under Multicollinearity via Pairwise Likelihood: A Simulation Perspective

    Article • Advance Sustainable Science Engineering and Technology, October 2025, Universitas PGRI Semarang

    Anang Kurnia

  3. A Machine Learning Approach to Spatial Analysis of Paddy Field Conversion Using Multispectral Sentinel-2A Imagery

    Article • JOIV International Journal on Informatics Visualization, September 2025, Society of Visual Informatics

    Anang Kurnia

  4. STRATEGY FOR ELIMINATING NEGLECTED TROPICAL DISEASES THROUGH INDIVIDUAL AND AREA ASPECTS USING THE HIERARCHICAL LOGISTIC REGRESSION METHOD

    Article • BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, September 2025, Universitas Pattimura

    Anang Kurnia

  5. Predictive modeling of right-skewed health insurance costs using copula regression and ensemble learning

    Article • International Journal of Innovative Research and Scientific Studies, June 2025, International Journal of Innovative Research and Scientific Studies

    Anang Kurnia

  6. Hybrid Ensemble Method for Residual-Based Forecast of Time Series Data with Interventions

    Article • Model Assisted Statistics and Applications, May 2025, SAGE Publications

    Anang Kurnia

  7. A COMPARISON OF LOGISTIC REGRESSION, MIXED LOGISTIC REGRESSION, AND GEOGRAPHICALLY WEIGHTED LOGISTIC REGRESSION ON PUBLIC HEALTH DEVELOPMENT IN JAVA

    Article • BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, January 2025, Universitas Pattimura

    Anang Kurnia

  8. MULTINOMIAL LOGISTIC REGRESSION MODEL USING MAXIMUM LIKELIHOOD APPROACH AND BAYES METHOD ON INDONESIA'S ECONOMIC GROWTH PRE TO POST COVID-19 PANDEMIC

    Article • BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, January 2025, Universitas Pattimura

    Anang Kurnia

  9. Modeling the mathematical literacy ability of PISA participants in Indonesia using the multilevel explanatory item response model

    Article • January 2025, American Institute of Physics

    Anang Kurnia

  10. Metabolomic approach in anticancer biomarker discovery of folious lichens

    Article • Advanced Pharmaceutical Bulletin, December 2024, MaadRayan Publishing Company

    Anang Kurnia

  11. Improving the risk profile of Indonesian enterprise taxpayers using multilabel classification

    Article • IAES International Journal of Artificial Intelligence (IJ-AI), December 2024, Institute of Advanced Engineering and Science

    Anang Kurnia

  12. Four-parameter beta mixed models with survey and sentinel 2A satellite data for predicting paddy productivity

    Article • Smart Agricultural Technology, December 2024, Elsevier

    Anang Kurnia

  13. Spatio-temporal modeling to identify factors associated with stunting in Indonesia using a Modified Generalized Lasso

    Article • Spatial and Spatio-temporal Epidemiology, November 2024, Elsevier

    Anang Kurnia

  14. FACTORS AFFECTING INDONESIAN PADDY HARVEST FAILURE: A COMPARISON OF BETA REGRESSION, QUASI-BINOMIAL REGRESSION, AND BETA MIXED MODELS

    Article • BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, October 2024, Universitas Pattimura

    Anang Kurnia

  15. Childhood stunting in Indonesia: assessing the performance of Bayesian spatial conditional autoregressive models

    Article • Geospatial health, October 2024, PAGEPress Publications

    Anang Kurnia

  16. Spatio-temporal clustering using generalized lasso to identify the spread of Covid-19 in Indonesia according to provincial flight route-based connections

    Article • Spatial Statistics, October 2024, Elsevier

    Anang Kurnia

  17. Rice phenology monitoring via ensemble classification for an extremely imbalanced multiclass dataset of hybrid remote sensing

    Article • Remote Sensing Applications Society and Environment, August 2024, Elsevier

    Anang Kurnia

  18. K-Means Optimization Algorithm to Improve Cluster Quality on Sparse Data

    Article • Matrik Jurnal Manajemen Teknik Informatika dan Rekayasa Komputer, July 2024, STMIK Bumigora Mataram

    Anang Kurnia

  19. The M-Estimator and S-Estimator in Robust Improved Geographically and Temporally Weighted Regression for Modelling GRDP in West Java, Indonesia

    Article • International Journal of Scientific Research in Science Engineering and Technology, June 2024, Technoscience Academy

    Anang Kurnia

  20. Random Forest and CatBoost with Handling Imbalanced Class for Detection of Risk Factors Anemia in Children (5-12 Years)

    Article • International Journal of Scientific Research in Science Engineering and Technology, June 2024, Technoscience Academy

    Anang Kurnia

  21. Beta four parameter GLMM approach to evaluate paddy productivity

    Article • IOP Conference Series Earth and Environmental Science, June 2024, Institute of Physics Publishing

    Anang Kurnia

  22. Time Series Clustering Analysis Using Dynamic Time Warping Technique of Daily Rainfall in Bengkulu Province

    Article • IOP Conference Series Earth and Environmental Science, June 2024, Institute of Physics Publishing

    Anang Kurnia

  23. MODELING THE INCIDENCE OF MALNUTRITION IN BOGOR REGENCY USING ZERO-INFLATED NEGATIVE BINOMIAL MIXED EFFECT MODEL

    Article • BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, May 2024, Universitas Pattimura

    Anang Kurnia

  24. TWOFOLD SUBAREA MODEL FOR ESTIMATING COMMUTER PROPORTION IN 10 METROPOLITAN AREAS

    Article • BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, May 2024, Universitas Pattimura

    Anang Kurnia

  25. Modeling Poverty Data in Indonesia with Spatial Hierarchy Structure Using HLM, GWR, and HGWR Methods

    Article • International Journal of Scientific Research in Science Engineering and Technology, February 2024, Technoscience Academy

    Anang Kurnia

  26. Robust path analysis development for Indonesian economic growth determinants

    Article • January 2024, American Institute of Physics

    Anang Kurnia

  27. Four-Parameter Beta Mixed Models with Survey and Sentinel 2a Satellite Data for Predicting Paddy Productivity

    Article • January 2024, Elsevier

    Anang Kurnia

  28. Modified Generalized Lasso for Variable Selection in Lag Distributed Modeling of Fresh Fruit Bunch Production from Oil Palm Plantations in Riau-Indonesia

    Article • International Journal of Advances in Soft Computing and its Applications, January 2024, Alzaytoonah University of Jordan

    Anang Kurnia

  29. Spatial Empirical Best Predictor of Small Area Poverty Indicator

    Article • International Journal of Advances in Soft Computing and its Applications, January 2024, Alzaytoonah University of Jordan

    Anang Kurnia

  30. Geo-additive mixed model with variable selection using the adaptive elastic net to handle nonresponse in official rice productivity survey

    Article • Spatial Statistics, August 2023, Elsevier

    Anang Kurnia

  31. Multiclass Forecasting on Panel Data Using Autoregressive Multinomial Logit and C5.0 Decision Tree

    Article • Pakistan Journal of Statistics and Operation Research, March 2023, Pakistan Journal of Statistics and Operation Researach

    Anang Kurnia

  32. Metode AdaBoost dan Random Forest untuk Prediksi Peserta JKN-KIS yang Menunggak

    Article • Jambura Journal of Mathematics, January 2023, Universitas Negeri Gorontalo

    Anang Kurnia

  33. Small area estimation with multiple covariates under structural measurement error models

    Article • Procedia Computer Science, January 2023, Elsevier

    Anang Kurnia

  34. SMALL AREA ESTIMATION OF MEAN YEARS SCHOOL IN KABUPATEN BOGOR USING SEMIPARAMETRIC P-SPLINE

    Article • BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, December 2022, Universitas Pattimura

    Anang Kurnia

  35. Mixed Models of Non-Proportional Hazard and Application in The Open Distance Education Students Retention Data

    Article • Journal of the Indonesian Mathematical Society, December 2022, Indonesian Mathematical Society

    Anang Kurnia

  36. Densely Connected dan Residual Convolutional Neural Network Untuk Estimasi Jumlah Keluarga Tingkat Desa Dengan Citra Satelit

    Article • SINTECH (Science and Information Technology) Journal, October 2022, STMIK STIKOM Indonesia

    Anang Kurnia

  37. Model averaging in calibration of near-infrared instruments with correlated high-dimensional data

    Article • Journal of Applied Statistics, September 2022, Taylor & Francis

    Anang Kurnia

  38. TEXT CLUSTERING ONLINE LEARNING OPINION DURING COVID-19 PANDEMIC IN INDONESIA USING TWEETS

    Article • BAREKENG JURNAL ILMU MATEMATIKA DAN TERAPAN, September 2022, Universitas Pattimura

    Anang Kurnia

  39. Study on Accuracy of Paddy Harvest Area Estimation on Area Sampling Frame Method

    Article • Indonesian Journal of Statistics and Its Applications, May 2022, Institut Pertanian Bogor

    Anang Kurnia

  40. Predictions of Indonesia Economic Phenomena Based on Online News Using Random Forest

    Article • SinkrOn, April 2022, Politeknik Ganesha

    Anang Kurnia, Setia Pramana

  41. A comparison of maximum likelihood method and Bayesian method in parameter estimation of spatial autoregressive (SAR) model in diarrheal disease cases in Surabaya

    Article • January 2022, American Institute of Physics

    Anang Kurnia, Fitri Mudia Sari

  42. Comparison between Poisson, Quasi-Poisson, and negative binomial regression in analyzing under-five children malnutrition cases in East Java

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  43. Modelling Weekly COVID-19 New Cases in Jakarta with Growth Curve Time Series Models

    Article • January 2022, American Institute of Physics

    Anang Kurnia, Putri Azizatun Hidayati

  44. Application of confirmatory composite analysis with correlated error on multidimensional poverty

    Article • January 2022, American Institute of Physics

    Anang Kurnia, Rudi Salam, I Made Sumertajaya

  45. Modelling and forecasting cash outflow-inflow using ARIMA-Feedforward Neural Network

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  46. Comparison between binomial generalized linear mixmodels (binomial GLMM) and Beta-Binomial hierarchical generalized linear model (Beta- BinomialHGLM) for modeling poverty data in West Java

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  47. Modeling poverty rates with generalized Poisson regression

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  48. Bayesian premium calculations of Multiperil Crop Insurance (MPCI) based on Bayesian Beta mixed regression model

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  49. Small area estimation of internet users proportion at sub district level in Bogor Regency using logistic mixed model and robust logistic model approach

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  50. Simultaneous spatial autoregressive generalized two-stage least square panel data model with fixed effect and two-way error component of inclusive growth indicators in Indonesia

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  51. 2D-Multinomial elastic net to classify rice growth phases based on images

    Article • January 2022, American Institute of Physics

    Hari Wijayanto, Anang Kurnia

  52. Evaluation of ensemble method for multiclass classification on unbalanced data

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  53. Characteristics of child marriage in West Java province, 2018 (using the generalized linear model with empirical Bayes)

    Article • January 2022, American Institute of Physics

    Anang Kurnia, Din Nurika Agustina

  54. Bi-response nonparametric modeling using hybrid multivariate adaptive regression spline and support vector regression (MARS-SVR)

    Article • January 2022, American Institute of Physics

    Hari Wijayanto, Istiqlal Abadiyah Sukma Putri, Anang Kurnia

  55. Generalized linear mixed models: Application for consumer price index in Indonesia

    Article • January 2022, American Institute of Physics

    Dimas Anggara, Anang Kurnia

  56. Application of random forest and geographically weighted regression in Sumatra life expectancy

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  57. A comparison of the principal component regression methods and the robust principal component regression with minimum vector variance in statistical downscaling models

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  58. A study of machine learning algorithms to measure the feature importance in class-imbalance data of food insecurity cases in Indonesia

    Article • Communications in Mathematical Biology and Neuroscience, January 2022, SCIK Publishing Corporation

    Anang Kurnia

  59. Small area estimation for autoregressive model with measurement error in the auxiliary variable

    Article • Communications in Mathematical Biology and Neuroscience, January 2022, SCIK Publishing Corporation

    Anang Kurnia

  60. The spatio-temporal model for the Tweedie compound Poisson gamma response in statistical downscaling

    Article • Journal of Mathematical and Computational Science, January 2022, SCIK Publishing Corporation

    Anang Kurnia

  61. Comparison between the maximum likelihood and the bayesian estimation methods for logistic regression model (case study: risk of low birth weight in Indonesia)

    Article • Journal of Physics Conference Series, November 2021, Institute of Physics Publishing

    Anang Kurnia

  62. A Bayesian Logit-Normal Model in Small Area Estimation

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  63. A Bayesian approach for Generalized Linear Model Using Non-local Prior (Case Study: Poverty Status in East Java)

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  64. Analysis of Credit Bank Distribution with Seemingly Unrelated Regression Method on Panel Data

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  65. Classification of Paddy Growth Phase Based on Landsat-8 Image with Convolutional Neural Network Algorithm

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  66. Comparison of GLM, GLMM and HGLM in Identifying Factors that Influence the District or City Poverty Level in Aceh Province

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  67. Generalized Linear Model Approach for Time Series Count Data on Number of Foreign Tourists Modeling in West Java

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  68. Modeling The Amount of Insurance Claim using Gamma Linear Mixed Model with AR (1) random effect

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  69. Numerical Prediction of paddy weight of Crop Cutting Survey using Generalized Geoadditive Linear Mixed Model

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  70. Robust multi-stage method (MM) and least median square (LMS) evaluation on handling outlier for multiple regression

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  71. Swing Voters’ Vote Choice Prediction Using Multilevel Logit Model to Improve Election Survey Accuracy

    Article • Journal of Physics Conference Series, March 2021, Institute of Physics Publishing

    Anang Kurnia

  72. A new approach to statistical downscaling using Tweedie compound Poisson gamma response and lasso regularization

    Article • Communications in Mathematical Biology and Neuroscience, January 2021, SCIK Publishing Corporation

    Anang Kurnia

  73. Area specific effects selection of small area estimation for construction of regional consumer price indices in Indonesia

    Article • Communications in Mathematical Biology and Neuroscience, January 2021, SCIK Publishing Corporation

    Anang Kurnia

  74. Small Area Estimation of Sub-District’s Per Capita Expenditure through Area Effects Selection using LASSO Method

    Article • Procedia Computer Science, January 2021, Elsevier

    Anang Kurnia

  75. Stacking method for determining weights in partial least squares model averaging

    Article • Journal of Mathematical and Computational Science, January 2021, SCIK Publishing Corporation

    Anang Kurnia

  76. Small Area Estimation with Measurement Error in t Distributed Covariate Variable

    Article • International Journal on Advanced Science Engineering and Information Technology, August 2020, Insight Society

    Anang Kurnia

  77. A study of fixed-b asymptotic distribution models for analysing determinants of drop-out rates in Central Java

    Article • January 2020, American Institute of Physics

    Anang Kurnia, Indah Rini Setyowati

  78. Tweedie compound Poisson model with first order autoregressive time random effect

    Article • Communications in Mathematical Biology and Neuroscience, January 2020, SCIK Publishing Corporation

    Anang Kurnia

  79. Small Area Estimation with Penalty for Specific Area Effects Selection

    Article • January 2020, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Anang Kurnia

  80. Twitter as Source of Auxiliary Information in Small Area Estimation (A Case Study about Estimation Electability of The Candidate Pairs Of President and Vice-President Of The 2019 President Election)

    Article • January 2020, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Anang Kurnia

  81. Modelling of the number of malarias suffers in Indonesia using Bayesian generalized linear models

    Article • Journal of Physics Conference Series, December 2019, Institute of Physics Publishing

    Anang Kurnia

  82. Multitemporal remote sensing data for classification of food crops plant phase using supervised random forest

    Article • November 2019, SPIE

    Anang Kurnia

  83. An alternative approach in predictive modeling using model averaging scheme for logistic regression case (case study: application in class prediction of autistic spectrum disorder data)

    Article • IOP Conference Series Earth and Environmental Science, July 2019, Institute of Physics Publishing

    Anang Kurnia

  84. Stratified-extended cox model in survival modeling of non-proportional hazard

    Article • IOP Conference Series Earth and Environmental Science, July 2019, Institute of Physics Publishing

    Anang Kurnia

  85. Twitter utilization in application of small area estimation to estimate electability of candidate central java governor

    Article • IOP Conference Series Earth and Environmental Science, July 2019, Institute of Physics Publishing

    Anang Kurnia

  86. Multivariate Fay-Herriot models for small area estimation with application to household consumption per capita expenditure in Indonesia

    Article • Journal of Applied Statistics, May 2019, Taylor & Francis

    Anang Kurnia

  87. Survival Modeling on Non Active Students’ Study of Universitas Terbuka: A Case Study

    Article • Turkish Online Journal of Distance Education, January 2019, Turkish Online Journal of Distance Education

    Anang Kurnia

  88. BINOMIAL REGRESSION IN SMALL AREA ESTIMATION METHOD FOR ESTIMATE PROPORTION OF CULTURAL INDICATOR

    Article • Indonesian Journal of Statistics and Its Applications, November 2018, Institut Pertanian Bogor

    Anang Kurnia

  89. Conwey-Maxwell Poisson Distribution: Approach for Over- and-Under-Dispersed Count Data Modelling

    Article • IOP Conference Series Earth and Environmental Science, November 2018, Institute of Physics Publishing

    Anang Kurnia

  90. Empirical Best Predictor for Nested Error Regression Small Area Models

    Article • IOP Conference Series Earth and Environmental Science, November 2018, Institute of Physics Publishing

    Anang Kurnia

  91. Estimation of Small Area Means for Subsample Repeated Measurement Data

    Article • IOP Conference Series Earth and Environmental Science, November 2018, Institute of Physics Publishing

    Anang Kurnia

  92. Hierarchical Generalized Linear Model Approach For Estimating Of Working Population In Kepulauan Riau Province

    Article • IOP Conference Series Earth and Environmental Science, November 2018, Institute of Physics Publishing

    Anang Kurnia

  93. Measurement error in small area estimation: a literature review

    Article • IOP Conference Series Earth and Environmental Science, November 2018, Institute of Physics Publishing

    Anang Kurnia

  94. Prediction Intervals of Response Variables based on Quantiles in High Dimensional Regression Analyses

    Article • IOP Conference Series Earth and Environmental Science, November 2018, Institute of Physics Publishing

    Anang Kurnia

  95. Binomial Regression in Small Area Estimation Method for Estimate Proportion of Cultural Indicator

    Article • Indonesian Journal of Statistics and Its Applications, October 2018, Institut Pertanian Bogor

    Anang Kurnia

  96. The spatial empirical Bayes predictor of the small area mean for a lognormal variable of interest and spatially correlated random effects

    Article • Empirical Economics, May 2018, Springer Science + Business Media

    Anang Kurnia

  97. A Comparative Study of Imputation Methods for Estimation of Missing Values of Per Capita Expenditure in Central Java

    Article • IOP Conference Series Earth and Environmental Science, March 2017, Institute of Physics Publishing

    Anang Kurnia

  98. A robustness study of student-t distributions in regression models with application to infant birth weight data in Indonesia

    Article • IOP Conference Series Earth and Environmental Science, March 2017, Institute of Physics Publishing

    Anang Kurnia

  99. Clustering Information of Non-Sampled Area in Small Area Estimation of Poverty Indicators

    Article • IOP Conference Series Earth and Environmental Science, March 2017, Institute of Physics Publishing

    Anang Kurnia

  100. Model Averaging for Predicting the Exposure to Aflatoxin B1 Using DNA Methylation in White Blood Cells of Infants

    Article • IOP Conference Series Earth and Environmental Science, March 2017, Institute of Physics Publishing

    Anang Kurnia

  101. A comparative study of approximation methods for maximum likelihood estimation in generalized linear mixed models (GLMM)

    Article • January 2017, American Institute of Physics

    Anang Kurnia

  102. Cluster information of non-sampled area in small area estimation of poverty indicators using Empirical Bayes

    Article • January 2017, American Institute of Physics

    Anang Kurnia

  103. Multilevel modeling and panel data analysis in educational research (Case study: National examination data senior high school in West Java)

    Article • January 2017, American Institute of Physics

    Anang Kurnia

  104. Winsorization on linear mixed model (Case study: National exam of senior high school in West Java)

    Article • January 2017, American Institute of Physics

    Anang Kurnia

  105. Small area estimation models with time factor effects for repeated measurement data

    Article • Applied Mathematical Sciences, January 2017, Hikari, Ltd.

    Anang Kurnia

  106. 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)

    Article • January 2016, American Institute of Physics

    Anang Kurnia

  107. Estimation of unemployment rates using small area estimation model by combining time series and cross-sectional data

    Article • January 2016, American Institute of Physics

    Anang Kurnia

  108. Model Averaging Method for Supersaturated Experimental Design

    Article • IOP Conference Series Earth and Environmental Science, January 2016, Institute of Physics Publishing

    Anang Kurnia

  109. Post-stratification sampling in small area estimation (SAE) model for unemployment rate estimation by Bayes approach

    Article • January 2016, American Institute of Physics

    Anang Kurnia

  110. Small area estimation for estimating the number of infant mortality in West Java, Indonesia

    Article • January 2016, American Institute of Physics

    Anang Kurnia

  111. SMOTE bagging algorithm for imbalanced dataset in logistic regression analysis (case: credit of bank X)

    Article • Applied Mathematical Sciences, January 2015, Hikari, Ltd.

    Anang Kurnia

  112. Influence of presidential candidates e-campaign towards voters in 2014 presidential election in Bogor City

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Anang Kurnia

  113. Cluster Information of Non-Sampled Area In Small Area Estimation

    Article • IOSR Journal of Mathematics, January 2014, IOSR Journals

    Anang Kurnia