All Stories

  1. 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

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

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

    Anang Kurnia

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

    Article • Procedia Computer Science, January 2023, Elsevier

    Anang Kurnia

  4. 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

  5. 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

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

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

    Anang Kurnia

  7. 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

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

    Article • SinkrOn, April 2022, Politeknik Ganesha

    Anang Kurnia, Setia Pramana

  9. 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

  10. 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

  11. 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

  12. 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

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

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  14. 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

  15. Modeling poverty rates with generalized Poisson regression

    Article • January 2022, American Institute of Physics

    Anang Kurnia

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

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  17. 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

  18. 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

  19. 2D-Multinomial elastic net to classify rice growth phases based on images

    Article • January 2022, American Institute of Physics

    Hari Wijayanto, Anang Kurnia

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

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  21. 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

  22. 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

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

    Article • January 2022, American Institute of Physics

    Dimas Anggara, Anang Kurnia

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

    Article • January 2022, American Institute of Physics

    Anang Kurnia

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

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

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

    Anang Kurnia

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

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

    Article • November 2019, SPIE

    Anang Kurnia

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

  56. 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

  57. 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

  58. 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

  59. 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

  60. 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

  61. 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

  62. 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

  63. 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

  64. 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

  65. 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

  66. 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

  67. 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

  68. 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

  69. 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

  70. 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

  71. Model Averaging Method for Supersaturated Experimental Design

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

    Anang Kurnia

  72. 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

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

    Article • January 2016, American Institute of Physics

    Anang Kurnia

  74. 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