All Stories

  1. Feature selection in supervised machine learning: a case study of poverty dataset in West Java, Indonesia
  2. SURVIVAL ANALYSIS OF CHRONIC KIDNEY FAILURE PATIENTS USING THE COX STRATIFIED MODEL AND RANDOM SURVIVAL FOREST
  3. Modified Cuckoo Search Algorithm for Optimizing Hyperparameters in Bagging and Boosting Models for Identification and Authentication of Strobilanthes crispa from Piper aduncum
  4. Boosting Mixed-Effects Models with SMOTE: Insights from Java’s Human Development Index
  5. Evaluating Ordinal Multivariate Models under Multicollinearity via Pairwise Likelihood: A Simulation Perspective
  6. A Machine Learning Approach to Spatial Analysis of Paddy Field Conversion Using Multispectral Sentinel-2A Imagery
  7. STRATEGY FOR ELIMINATING NEGLECTED TROPICAL DISEASES THROUGH INDIVIDUAL AND AREA ASPECTS USING THE HIERARCHICAL LOGISTIC REGRESSION METHOD
  8. Predictive modeling of right-skewed health insurance costs using copula regression and ensemble learning
  9. Hybrid Ensemble Method for Residual-Based Forecast of Time Series Data with Interventions
  10. A COMPARISON OF LOGISTIC REGRESSION, MIXED LOGISTIC REGRESSION, AND GEOGRAPHICALLY WEIGHTED LOGISTIC REGRESSION ON PUBLIC HEALTH DEVELOPMENT IN JAVA
  11. MULTINOMIAL LOGISTIC REGRESSION MODEL USING MAXIMUM LIKELIHOOD APPROACH AND BAYES METHOD ON INDONESIA'S ECONOMIC GROWTH PRE TO POST COVID-19 PANDEMIC
  12. Modeling the mathematical literacy ability of PISA participants in Indonesia using the multilevel explanatory item response model
  13. Metabolomic approach in anticancer biomarker discovery of folious lichens
  14. Improving the risk profile of Indonesian enterprise taxpayers using multilabel classification
  15. Four-parameter beta mixed models with survey and sentinel 2A satellite data for predicting paddy productivity
  16. Spatio-temporal modeling to identify factors associated with stunting in Indonesia using a Modified Generalized Lasso
  17. FACTORS AFFECTING INDONESIAN PADDY HARVEST FAILURE: A COMPARISON OF BETA REGRESSION, QUASI-BINOMIAL REGRESSION, AND BETA MIXED MODELS
  18. Childhood stunting in Indonesia: assessing the performance of Bayesian spatial conditional autoregressive models
  19. Spatio-temporal clustering using generalized lasso to identify the spread of Covid-19 in Indonesia according to provincial flight route-based connections
  20. Rice phenology monitoring via ensemble classification for an extremely imbalanced multiclass dataset of hybrid remote sensing
  21. K-Means Optimization Algorithm to Improve Cluster Quality on Sparse Data
  22. The M-Estimator and S-Estimator in Robust Improved Geographically and Temporally Weighted Regression for Modelling GRDP in West Java, Indonesia
  23. Random Forest and CatBoost with Handling Imbalanced Class for Detection of Risk Factors Anemia in Children (5-12 Years)
  24. Beta four parameter GLMM approach to evaluate paddy productivity
  25. Time Series Clustering Analysis Using Dynamic Time Warping Technique of Daily Rainfall in Bengkulu Province
  26. MODELING THE INCIDENCE OF MALNUTRITION IN BOGOR REGENCY USING ZERO-INFLATED NEGATIVE BINOMIAL MIXED EFFECT MODEL
  27. TWOFOLD SUBAREA MODEL FOR ESTIMATING COMMUTER PROPORTION IN 10 METROPOLITAN AREAS
  28. Modeling Poverty Data in Indonesia with Spatial Hierarchy Structure Using HLM, GWR, and HGWR Methods
  29. Robust path analysis development for Indonesian economic growth determinants
  30. Four-Parameter Beta Mixed Models with Survey and Sentinel 2a Satellite Data for Predicting Paddy Productivity
  31. Modified Generalized Lasso for Variable Selection in Lag Distributed Modeling of Fresh Fruit Bunch Production from Oil Palm Plantations in Riau-Indonesia
  32. Spatial Empirical Best Predictor of Small Area Poverty Indicator
  33. Geo-additive mixed model with variable selection using the adaptive elastic net to handle nonresponse in official rice productivity survey
  34. Multiclass Forecasting on Panel Data Using Autoregressive Multinomial Logit and C5.0 Decision Tree
  35. Metode AdaBoost dan Random Forest untuk Prediksi Peserta JKN-KIS yang Menunggak
  36. Small area estimation with multiple covariates under structural measurement error models
  37. SMALL AREA ESTIMATION OF MEAN YEARS SCHOOL IN KABUPATEN BOGOR USING SEMIPARAMETRIC P-SPLINE
  38. Mixed Models of Non-Proportional Hazard and Application in The Open Distance Education Students Retention Data
  39. Densely Connected dan Residual Convolutional Neural Network Untuk Estimasi Jumlah Keluarga Tingkat Desa Dengan Citra Satelit
  40. Model averaging in calibration of near-infrared instruments with correlated high-dimensional data
  41. TEXT CLUSTERING ONLINE LEARNING OPINION DURING COVID-19 PANDEMIC IN INDONESIA USING TWEETS
  42. Study on Accuracy of Paddy Harvest Area Estimation on Area Sampling Frame Method
  43. Predictions of Indonesia Economic Phenomena Based on Online News Using Random Forest
  44. A comparison of maximum likelihood method and Bayesian method in parameter estimation of spatial autoregressive (SAR) model in diarrheal disease cases in Surabaya
  45. Comparison between Poisson, Quasi-Poisson, and negative binomial regression in analyzing under-five children malnutrition cases in East Java
  46. Modelling Weekly COVID-19 New Cases in Jakarta with Growth Curve Time Series Models
  47. Application of confirmatory composite analysis with correlated error on multidimensional poverty
  48. Modelling and forecasting cash outflow-inflow using ARIMA-Feedforward Neural Network
  49. Comparison between binomial generalized linear mixmodels (binomial GLMM) and Beta-Binomial hierarchical generalized linear model (Beta- BinomialHGLM) for modeling poverty data in West Java
  50. Modeling poverty rates with generalized Poisson regression
  51. Bayesian premium calculations of Multiperil Crop Insurance (MPCI) based on Bayesian Beta mixed regression model
  52. Small area estimation of internet users proportion at sub district level in Bogor Regency using logistic mixed model and robust logistic model approach
  53. 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
  54. 2D-Multinomial elastic net to classify rice growth phases based on images
  55. Evaluation of ensemble method for multiclass classification on unbalanced data
  56. Characteristics of child marriage in West Java province, 2018 (using the generalized linear model with empirical Bayes)
  57. Bi-response nonparametric modeling using hybrid multivariate adaptive regression spline and support vector regression (MARS-SVR)
  58. Generalized linear mixed models: Application for consumer price index in Indonesia
  59. Application of random forest and geographically weighted regression in Sumatra life expectancy
  60. A comparison of the principal component regression methods and the robust principal component regression with minimum vector variance in statistical downscaling models
  61. A study of machine learning algorithms to measure the feature importance in class-imbalance data of food insecurity cases in Indonesia
  62. Small area estimation for autoregressive model with measurement error in the auxiliary variable
  63. The spatio-temporal model for the Tweedie compound Poisson gamma response in statistical downscaling
  64. Comparison between the maximum likelihood and the bayesian estimation methods for logistic regression model (case study: risk of low birth weight in Indonesia)
  65. A Bayesian Logit-Normal Model in Small Area Estimation
  66. A Bayesian approach for Generalized Linear Model Using Non-local Prior (Case Study: Poverty Status in East Java)
  67. Analysis of Credit Bank Distribution with Seemingly Unrelated Regression Method on Panel Data
  68. Classification of Paddy Growth Phase Based on Landsat-8 Image with Convolutional Neural Network Algorithm
  69. Comparison of GLM, GLMM and HGLM in Identifying Factors that Influence the District or City Poverty Level in Aceh Province
  70. Generalized Linear Model Approach for Time Series Count Data on Number of Foreign Tourists Modeling in West Java
  71. Modeling The Amount of Insurance Claim using Gamma Linear Mixed Model with AR (1) random effect
  72. Numerical Prediction of paddy weight of Crop Cutting Survey using Generalized Geoadditive Linear Mixed Model
  73. Robust multi-stage method (MM) and least median square (LMS) evaluation on handling outlier for multiple regression
  74. Swing Voters’ Vote Choice Prediction Using Multilevel Logit Model to Improve Election Survey Accuracy
  75. A new approach to statistical downscaling using Tweedie compound Poisson gamma response and lasso regularization
  76. Area specific effects selection of small area estimation for construction of regional consumer price indices in Indonesia
  77. Small Area Estimation of Sub-District’s Per Capita Expenditure through Area Effects Selection using LASSO Method
  78. Stacking method for determining weights in partial least squares model averaging
  79. Small Area Estimation with Measurement Error in t Distributed Covariate Variable
  80. A study of fixed-b asymptotic distribution models for analysing determinants of drop-out rates in Central Java
  81. Tweedie compound Poisson model with first order autoregressive time random effect
  82. Small Area Estimation with Penalty for Specific Area Effects Selection
  83. 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)
  84. Modelling of the number of malarias suffers in Indonesia using Bayesian generalized linear models
  85. Multitemporal remote sensing data for classification of food crops plant phase using supervised random forest
  86. 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)
  87. Stratified-extended cox model in survival modeling of non-proportional hazard
  88. Twitter utilization in application of small area estimation to estimate electability of candidate central java governor
  89. Multivariate Fay-Herriot models for small area estimation with application to household consumption per capita expenditure in Indonesia
  90. Survival Modeling on Non Active Students’ Study of Universitas Terbuka: A Case Study
  91. BINOMIAL REGRESSION IN SMALL AREA ESTIMATION METHOD FOR ESTIMATE PROPORTION OF CULTURAL INDICATOR
  92. Conwey-Maxwell Poisson Distribution: Approach for Over- and-Under-Dispersed Count Data Modelling
  93. Empirical Best Predictor for Nested Error Regression Small Area Models
  94. Estimation of Small Area Means for Subsample Repeated Measurement Data
  95. Hierarchical Generalized Linear Model Approach For Estimating Of Working Population In Kepulauan Riau Province
  96. Measurement error in small area estimation: a literature review
  97. Prediction Intervals of Response Variables based on Quantiles in High Dimensional Regression Analyses
  98. Binomial Regression in Small Area Estimation Method for Estimate Proportion of Cultural Indicator
  99. The spatial empirical Bayes predictor of the small area mean for a lognormal variable of interest and spatially correlated random effects
  100. A Comparative Study of Imputation Methods for Estimation of Missing Values of Per Capita Expenditure in Central Java
  101. A robustness study of student-t distributions in regression models with application to infant birth weight data in Indonesia
  102. Clustering Information of Non-Sampled Area in Small Area Estimation of Poverty Indicators
  103. Model Averaging for Predicting the Exposure to Aflatoxin B1 Using DNA Methylation in White Blood Cells of Infants
  104. A comparative study of approximation methods for maximum likelihood estimation in generalized linear mixed models (GLMM)
  105. Cluster information of non-sampled area in small area estimation of poverty indicators using Empirical Bayes
  106. Multilevel modeling and panel data analysis in educational research (Case study: National examination data senior high school in West Java)
  107. Winsorization on linear mixed model (Case study: National exam of senior high school in West Java)
  108. Small area estimation models with time factor effects for repeated measurement data
  109. 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)
  110. Estimation of unemployment rates using small area estimation model by combining time series and cross-sectional data
  111. Model Averaging Method for Supersaturated Experimental Design
  112. Post-stratification sampling in small area estimation (SAE) model for unemployment rate estimation by Bayes approach
  113. Small area estimation for estimating the number of infant mortality in West Java, Indonesia
  114. SMOTE bagging algorithm for imbalanced dataset in logistic regression analysis (case: credit of bank X)
  115. Influence of presidential candidates e-campaign towards voters in 2014 presidential election in Bogor City
  116. Cluster Information of Non-Sampled Area In Small Area Estimation