Vol. 3 No. 3 (2025): UNP Journal of Statistics and Data Science

Articles

• Application of Partial Least Squares and Robust Approaches in Discriminant Analysis for High-Dimensional Data

  Rahmadina Adityana, Dodi Vionanda, Dony Permana, Fadhilah Fitri

  249-255

  • PDF (Bahasa Indonesia)

• PayPal Usage in Indonesia with K-Nearest Neighbor Algorithm

  Amannia zeze, Muhammad Ravi Azzaki, Dodi Vionanda

  256-262

  • PDF (Bahasa Indonesia)

• Panel Data Model Selection and Significant Determinants of New Family Planning Participants in West Sumatra

  Diah Triwulandari, Fadhilah Fitri

  263-270

  • PDF (Bahasa Indonesia)

• Comparison of Expectation-Maximization (EM) Algorithm and Kmeans for District/City Clustering in West Sumatera Province Based on Breadfruit Production

  Mayrita Addila Putri Mayrita, Fadhilah Fitri

  271-278

  • PDF (Bahasa Indonesia)

• Nonparametric Regression with Local Polynomial Kernel on Relationship Between Schooling Years and Unemployment Rate in Banten

  Bunga Miftahul Barokah, Fadhilah Fitri, Chairina Wirdiastuti

  279-287

  • PDF (Bahasa Indonesia)

• Forecasting Inflation Rate in Indonesia Using Autoregressive Integrated Moving Average Method

  Lathifa Putri, Zilrahmi

  288-295

  • PDF (Bahasa Indonesia)

• Comparison of Nadaraya-Watson Method with Local Polynomial in Modeling Human Development Index and Poverty Relationship in Java

  Yoli Marda Novi, Fadhilah Fitri, Zamahsary Martha

  296-302

  • PDF (Bahasa Indonesia)

• Aplication Algorithm Learning Vector Quantization for Classification of Hypertention in Padang Laweh Health Center

  Riska Harpidna Harpidna, Chairina Wirdiastuti, Yenni Kurniawati

  303-308

  • PDF (Bahasa Indonesia)

• Process Capability Analysis of OPC Cement Production Using Statistical Process Control and IMR Method: Blaine Test Evaluation

  Wafiq Alya Aufa, Yenni Kurniawati, Admi Salma, Darwas

  309-314

  • PDF (Bahasa Indonesia)

• Comparison of Kernel and Spline Nonparametric Regression (Case Study: Food Security Index of Jambi Province 2023)

  Rosa Salsabila Azarine, Septrina Kiki Arisandi, Fadhilah Fitri, Yenni Kurniawati

  315-323

  • PDF (Bahasa Indonesia)

• Comparison of Nadaraya-Watson and Local Polynomial Methods in Analyzing the Relationship Between Consumer Price Index and Inflation in South Kalimantan

  Salwa Hifa Fadilah, Fadhilah Fitri, Fenni Kurnia Mutiya

  324-330

  • PDF (Bahasa Indonesia)

• Inflation Prediction in Indonesia Using Extreme Learning Machine and K-Fold Cross Validation

  Wahda Aulia Assara, Zamahsary Martha, Dony Permana, Dina Fitria

  331-338

  • PDF (Bahasa Indonesia)

• Forecast Accuracy Comparison Between Holt’s Method and the Box-Jenkins Approach: The Case of Madiun City Labor Force Participation Rate

  Muhammad Qolbi Shobri, Yan Aditya Pradana, Putri Balqis Al-Kubro, Nayla Desviona, Nila Destia Nasra

  339-346

  • PDF (Bahasa Indonesia)

• Applications of Panel Data Analysis on Human Development Index Indicators in Districts/Cities of Lampung 2022 – 2024

  Rahmad Wanizal Pastha, Zilrahmi, Zamahsary Martha

  347-354

  • PDF (Bahasa Indonesia)

• Grouping Regencies/Cities in West Sumatra Province Based on People’s Welfare Indicator Using Biplot Analysis

  Maya Ifra Shobia, Yenni Kurniawati

  355-362

  • PDF (Bahasa Indonesia)

• Factors Affecting Households Program Keluarga Harapan Recipients in West Sumatra: Binary Logistic Regression Analysis

  Sonia Ardhi, Dodi Vionanda, Yenni Kurniawati, Tessy Octavia Mukhti

  363-371

  • PDF (Bahasa Indonesia)

• Applying Robust Spatial Autoregressive Model to Analyze the Determinants of Open Unemployment in West Java

  Berliana Nofriadi, Suci Rahmadani, Sepniza Nasywa, Tessy Octavia Mukhti, Yenni Kurniawati

  372-382

  • PDF (Bahasa Indonesia)

• Forecasting Consumer Price Index in Personal Care Sector in Bukittinggi Using SVR with Grid Search and Radial Basis Function Kernel

  khairunnisa Pane, Fadhilah Fitri, Dina Fitria

  383-390

  • PDF (Bahasa Indonesia)