Vol. 2 No. 4 (2024): UNP Journal of Statistics and Data Science

Articles

• Modeling of Employment Participation Rate Against the Percentage of Poor Population in East Java in 2023 Using B-Spline Method

  Gilang Ibnul farizi, Zilrahmi, Dony Permana, Admi Salma

  381-385

  • PDF (Bahasa Indonesia)

• Estimation of Poverty in North Sumatera in 2022 using Truncated and Penalized Spline Regression

  Kurnia Andrea Diva, Fadhilah Fitri, Dony Permana, Admi Salma

  386-392

  • PDF (Bahasa Indonesia)

• Optimization of Sentiment Analysis for MBKM Program using Naïve Bayes with Particle Swarm Optimization

  Diva Aliyah, Zilrahmi, Yenni Kurniawati, Dina Fitria

  393-400

  • PDF (Bahasa Indonesia)

• Application of Choice-Based Conjoint Analysis Method in Students Job Preference at Statistic Department of Universitas Negeri Padang

  M. Farel Rusde Putra, Dodi Vionanda, Dony Permana, Dina Fitria

  401-406

  • PDF (Bahasa Indonesia)

• Application of Rating-Based Conjoint Analysis Method in Students E-Wallet Preference at Statistic Department of Universitas Negeri Padang

  Dio Afdal Putra, Dodi Vionanda, Yenni Kurniawati, Zamahsary Martha

  407-413

  • PDF (Bahasa Indonesia)

• PT.Telkom (Tbk) Stock Price Forecasting Using Long Short Term Memory (LSTM)

  hanifah nazhiroh, Dina Fitria, Dony Permana, Zilrahmi

  414-421

  • PDF (Bahasa Indonesia)

• Implementation of CART Method with SMOTE for Household Poverty Classification in Mentawai Islands 2023

  Rheizma Dewi Adiningtiyas, Admi Salma, Syafriandi Syafriandi, Fadhilah Fitri

  422-429

  • PDF (Bahasa Indonesia)

• Factors Influencing the Number of Families at Stunting Risk in Merangin Regency Using Mixed Geographically Weighted Regression

  Muhammad Fadlan Rafly, Zilrahmi, Dony Permana, Dina Fitria

  430-438

  • PDF (Bahasa Indonesia)

• Early Marriage Factors Indonesian Using Spatial Regression Analysis

  yazid permana, Dina Fitria, Yenni Kurniawati, Fadhilah Fitri

  439-445

  • PDF (Bahasa Indonesia)

• Classification of Poor Households in Padang City Using the Naïve Bayes Algorithm with Synthetic Minority Oversampling Technique

  anice kartika, Dina Fitria, Syafriandi Syafriandi, Tessy Octavia Mukhti

  446-452

  • PDF (Bahasa Indonesia)

• Library Book Lending Recommendation Using Association Rules with Frequent Pattern Growth (FP-Growth) Algorithm

  Fakhri Kamil, Dony Permana, Dodi Vionanda, Dina Fitria

  453-462

  • PDF (Bahasa Indonesia)

• Prediction of World Gold Price Using k-Nearest Neighbor Method

  Muhamad Rayhan Nanda P, Zamahsary Martha, Dodi Vionanda, Admi Salma

  463-468

  • PDF (Bahasa Indonesia)

• Comparison of Quadratic Discrimination Analysis with Robust Quadratic Discrimination

  Ully Martha martha, Dodi Vionanda, Dony Permana, Zilrahmi

  469-474

  • PDF (Bahasa Indonesia)

• Regularized Ordinal Regression with LASSO: Identifying Factors in Students' Public Speaking Anxiety at Universitas Negeri Padang

  natasyalinggaa Natasya Dwi Ovalingga, Nonong Amalita, Yenni Kurniawati, Zamahsary Martha

  475-482

  • PDF (Bahasa Indonesia)

• Comparison of Naïve Bayes and K-Nearest Neighbors Methods in Classifying Human Development Index by Districts/City Indonesia in 2022

  Rudi Anggara, Tessy Octavia Mukhti, Yenni Kurniawati, Dina Fitria

  483-488

  • PDF

• Sentiment Analysis of The Constitutional Court Decision Regarding Changes to The Age Limit for Presidentian and Vice Presidential Candidates Using Support Vector Machine

  Abilya Amanda, Nonong Amalita, Dodi Vionanda, Zilrahmi

  489-494

  • PDF (Bahasa Indonesia)

• How MUI Fatwa Changes Indonesia Mindset towards Pro-Israel Boycott Products using the Naïve Bayes Classification Method

  Susi Jumiati, Dodi Vionanda, Admi Salma

  495-501

  • PDF (Bahasa Indonesia)

• Mapping Indonesian Provinces Based on Leading Plantation Commodities with Export Potential Using Multidimensional Scaling Analysis

  Dicha Putri Yeni, Tessy Octavia Mukhti, Yenni Kurniawati, Dina Fitria

  502-509

  • PDF (Bahasa Indonesia)