All Stories

  1. DEVELOPMENT STUDY OF GLMM-GEE-TREE REGRESSION MODELLING FOR BETA DISTRIBUTION RESPONSE DATA (IMPLICATIONS OF GINI RATIO MODELING IN INDONESIA, 2018-2024)
  2. MIXED-EFFECT MODELS WITH RESTRICTED MAXIMUM LIKELIHOOD (REML), BOOT-STRAPPED REML AND BAYESIAN INFERENCE IN APPLICATION OF GAPMINDER DATA
  3. Feature selection in supervised machine learning: a case study of poverty dataset in West Java, Indonesia
  4. SURVIVAL ANALYSIS OF CHRONIC KIDNEY FAILURE PATIENTS USING THE COX STRATIFIED MODEL AND RANDOM SURVIVAL FOREST
  5. Modified Cuckoo Search Algorithm for Optimizing Hyperparameters in Bagging and Boosting Models for Identification and Authentication of Strobilanthes crispa from Piper aduncum
  6. Boosting Mixed-Effects Models with SMOTE: Insights from Java’s Human Development Index
  7. Evaluating Ordinal Multivariate Models under Multicollinearity via Pairwise Likelihood: A Simulation Perspective
  8. A Machine Learning Approach to Spatial Analysis of Paddy Field Conversion Using Multispectral Sentinel-2A Imagery
  9. STRATEGY FOR ELIMINATING NEGLECTED TROPICAL DISEASES THROUGH INDIVIDUAL AND AREA ASPECTS USING THE HIERARCHICAL LOGISTIC REGRESSION METHOD
  10. Predictive modeling of right-skewed health insurance costs using copula regression and ensemble learning
  11. Hybrid Ensemble Method for Residual-Based Forecast of Time Series Data with Interventions
  12. A COMPARISON OF LOGISTIC REGRESSION, MIXED LOGISTIC REGRESSION, AND GEOGRAPHICALLY WEIGHTED LOGISTIC REGRESSION ON PUBLIC HEALTH DEVELOPMENT IN JAVA
  13. MULTINOMIAL LOGISTIC REGRESSION MODEL USING MAXIMUM LIKELIHOOD APPROACH AND BAYES METHOD ON INDONESIA'S ECONOMIC GROWTH PRE TO POST COVID-19 PANDEMIC
  14. Modeling the mathematical literacy ability of PISA participants in Indonesia using the multilevel explanatory item response model
  15. Metabolomic approach in anticancer biomarker discovery of folious lichens
  16. Improving the risk profile of Indonesian enterprise taxpayers using multilabel classification
  17. Four-parameter beta mixed models with survey and sentinel 2A satellite data for predicting paddy productivity
  18. Spatio-temporal modeling to identify factors associated with stunting in Indonesia using a Modified Generalized Lasso
  19. FACTORS AFFECTING INDONESIAN PADDY HARVEST FAILURE: A COMPARISON OF BETA REGRESSION, QUASI-BINOMIAL REGRESSION, AND BETA MIXED MODELS
  20. Childhood stunting in Indonesia: assessing the performance of Bayesian spatial conditional autoregressive models
  21. Spatio-temporal clustering using generalized lasso to identify the spread of Covid-19 in Indonesia according to provincial flight route-based connections
  22. Rice phenology monitoring via ensemble classification for an extremely imbalanced multiclass dataset of hybrid remote sensing
  23. K-Means Optimization Algorithm to Improve Cluster Quality on Sparse Data
  24. The M-Estimator and S-Estimator in Robust Improved Geographically and Temporally Weighted Regression for Modelling GRDP in West Java, Indonesia
  25. Random Forest and CatBoost with Handling Imbalanced Class for Detection of Risk Factors Anemia in Children (5-12 Years)
  26. Beta four parameter GLMM approach to evaluate paddy productivity
  27. Time Series Clustering Analysis Using Dynamic Time Warping Technique of Daily Rainfall in Bengkulu Province
  28. MODELING THE INCIDENCE OF MALNUTRITION IN BOGOR REGENCY USING ZERO-INFLATED NEGATIVE BINOMIAL MIXED EFFECT MODEL
  29. TWOFOLD SUBAREA MODEL FOR ESTIMATING COMMUTER PROPORTION IN 10 METROPOLITAN AREAS
  30. Modeling Poverty Data in Indonesia with Spatial Hierarchy Structure Using HLM, GWR, and HGWR Methods
  31. Robust path analysis development for Indonesian economic growth determinants
  32. Four-Parameter Beta Mixed Models with Survey and Sentinel 2a Satellite Data for Predicting Paddy Productivity
  33. Modified Generalized Lasso for Variable Selection in Lag Distributed Modeling of Fresh Fruit Bunch Production from Oil Palm Plantations in Riau-Indonesia
  34. Spatial Empirical Best Predictor of Small Area Poverty Indicator
  35. Geo-additive mixed model with variable selection using the adaptive elastic net to handle nonresponse in official rice productivity survey
  36. Multiclass Forecasting on Panel Data Using Autoregressive Multinomial Logit and C5.0 Decision Tree
  37. Metode AdaBoost dan Random Forest untuk Prediksi Peserta JKN-KIS yang Menunggak
  38. Small area estimation with multiple covariates under structural measurement error models
  39. SMALL AREA ESTIMATION OF MEAN YEARS SCHOOL IN KABUPATEN BOGOR USING SEMIPARAMETRIC P-SPLINE
  40. Mixed Models of Non-Proportional Hazard and Application in The Open Distance Education Students Retention Data
  41. Densely Connected dan Residual Convolutional Neural Network Untuk Estimasi Jumlah Keluarga Tingkat Desa Dengan Citra Satelit
  42. Model averaging in calibration of near-infrared instruments with correlated high-dimensional data
  43. TEXT CLUSTERING ONLINE LEARNING OPINION DURING COVID-19 PANDEMIC IN INDONESIA USING TWEETS
  44. Study on Accuracy of Paddy Harvest Area Estimation on Area Sampling Frame Method
  45. Predictions of Indonesia Economic Phenomena Based on Online News Using Random Forest
  46. A comparison of maximum likelihood method and Bayesian method in parameter estimation of spatial autoregressive (SAR) model in diarrheal disease cases in Surabaya
  47. Comparison between Poisson, Quasi-Poisson, and negative binomial regression in analyzing under-five children malnutrition cases in East Java
  48. Modelling Weekly COVID-19 New Cases in Jakarta with Growth Curve Time Series Models
  49. Application of confirmatory composite analysis with correlated error on multidimensional poverty
  50. Modelling and forecasting cash outflow-inflow using ARIMA-Feedforward Neural Network
  51. Comparison between binomial generalized linear mixmodels (binomial GLMM) and Beta-Binomial hierarchical generalized linear model (Beta- BinomialHGLM) for modeling poverty data in West Java
  52. Modeling poverty rates with generalized Poisson regression
  53. Bayesian premium calculations of Multiperil Crop Insurance (MPCI) based on Bayesian Beta mixed regression model
  54. Small area estimation of internet users proportion at sub district level in Bogor Regency using logistic mixed model and robust logistic model approach
  55. 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
  56. 2D-Multinomial elastic net to classify rice growth phases based on images
  57. Evaluation of ensemble method for multiclass classification on unbalanced data
  58. Characteristics of child marriage in West Java province, 2018 (using the generalized linear model with empirical Bayes)
  59. Bi-response nonparametric modeling using hybrid multivariate adaptive regression spline and support vector regression (MARS-SVR)
  60. Generalized linear mixed models: Application for consumer price index in Indonesia
  61. Application of random forest and geographically weighted regression in Sumatra life expectancy
  62. A comparison of the principal component regression methods and the robust principal component regression with minimum vector variance in statistical downscaling models
  63. A study of machine learning algorithms to measure the feature importance in class-imbalance data of food insecurity cases in Indonesia
  64. Small area estimation for autoregressive model with measurement error in the auxiliary variable
  65. The spatio-temporal model for the Tweedie compound Poisson gamma response in statistical downscaling
  66. Comparison between the maximum likelihood and the bayesian estimation methods for logistic regression model (case study: risk of low birth weight in Indonesia)
  67. A Bayesian Logit-Normal Model in Small Area Estimation
  68. A Bayesian approach for Generalized Linear Model Using Non-local Prior (Case Study: Poverty Status in East Java)
  69. Analysis of Credit Bank Distribution with Seemingly Unrelated Regression Method on Panel Data
  70. Classification of Paddy Growth Phase Based on Landsat-8 Image with Convolutional Neural Network Algorithm
  71. Comparison of GLM, GLMM and HGLM in Identifying Factors that Influence the District or City Poverty Level in Aceh Province
  72. Generalized Linear Model Approach for Time Series Count Data on Number of Foreign Tourists Modeling in West Java
  73. Modeling The Amount of Insurance Claim using Gamma Linear Mixed Model with AR (1) random effect
  74. Numerical Prediction of paddy weight of Crop Cutting Survey using Generalized Geoadditive Linear Mixed Model
  75. Robust multi-stage method (MM) and least median square (LMS) evaluation on handling outlier for multiple regression
  76. Swing Voters’ Vote Choice Prediction Using Multilevel Logit Model to Improve Election Survey Accuracy
  77. A new approach to statistical downscaling using Tweedie compound Poisson gamma response and lasso regularization
  78. Area specific effects selection of small area estimation for construction of regional consumer price indices in Indonesia
  79. Small Area Estimation of Sub-District’s Per Capita Expenditure through Area Effects Selection using LASSO Method
  80. Stacking method for determining weights in partial least squares model averaging
  81. Small Area Estimation with Measurement Error in t Distributed Covariate Variable
  82. A study of fixed-b asymptotic distribution models for analysing determinants of drop-out rates in Central Java
  83. Tweedie compound Poisson model with first order autoregressive time random effect
  84. Small Area Estimation with Penalty for Specific Area Effects Selection
  85. 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)
  86. Modelling of the number of malarias suffers in Indonesia using Bayesian generalized linear models
  87. Multitemporal remote sensing data for classification of food crops plant phase using supervised random forest
  88. 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)
  89. Stratified-extended cox model in survival modeling of non-proportional hazard
  90. Twitter utilization in application of small area estimation to estimate electability of candidate central java governor
  91. Multivariate Fay-Herriot models for small area estimation with application to household consumption per capita expenditure in Indonesia
  92. Survival Modeling on Non Active Students’ Study of Universitas Terbuka: A Case Study
  93. BINOMIAL REGRESSION IN SMALL AREA ESTIMATION METHOD FOR ESTIMATE PROPORTION OF CULTURAL INDICATOR
  94. Conwey-Maxwell Poisson Distribution: Approach for Over- and-Under-Dispersed Count Data Modelling
  95. Empirical Best Predictor for Nested Error Regression Small Area Models
  96. Estimation of Small Area Means for Subsample Repeated Measurement Data
  97. Hierarchical Generalized Linear Model Approach For Estimating Of Working Population In Kepulauan Riau Province
  98. Measurement error in small area estimation: a literature review
  99. Prediction Intervals of Response Variables based on Quantiles in High Dimensional Regression Analyses
  100. Binomial Regression in Small Area Estimation Method for Estimate Proportion of Cultural Indicator
  101. The spatial empirical Bayes predictor of the small area mean for a lognormal variable of interest and spatially correlated random effects
  102. A Comparative Study of Imputation Methods for Estimation of Missing Values of Per Capita Expenditure in Central Java
  103. A robustness study of student-t distributions in regression models with application to infant birth weight data in Indonesia
  104. Clustering Information of Non-Sampled Area in Small Area Estimation of Poverty Indicators
  105. Model Averaging for Predicting the Exposure to Aflatoxin B1 Using DNA Methylation in White Blood Cells of Infants
  106. A comparative study of approximation methods for maximum likelihood estimation in generalized linear mixed models (GLMM)
  107. Cluster information of non-sampled area in small area estimation of poverty indicators using Empirical Bayes
  108. Multilevel modeling and panel data analysis in educational research (Case study: National examination data senior high school in West Java)
  109. Winsorization on linear mixed model (Case study: National exam of senior high school in West Java)
  110. Small area estimation models with time factor effects for repeated measurement data
  111. 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)
  112. Estimation of unemployment rates using small area estimation model by combining time series and cross-sectional data
  113. Model Averaging Method for Supersaturated Experimental Design
  114. Post-stratification sampling in small area estimation (SAE) model for unemployment rate estimation by Bayes approach
  115. Small area estimation for estimating the number of infant mortality in West Java, Indonesia
  116. SMOTE bagging algorithm for imbalanced dataset in logistic regression analysis (case: credit of bank X)
  117. Influence of presidential candidates e-campaign towards voters in 2014 presidential election in Bogor City
  118. Cluster Information of Non-Sampled Area In Small Area Estimation