Vol. 1 No. 3 (2023): UNP Journal of Statistics and Data Science

Articles

• Comparison of Distance Function in K-Nearest Neighbor Algorithm to Predict Prospective Customers in Term Deposit Subscriptions

  Muhammad Tibri Syofyan, Nonong Amalita, Dodi Vionanda, Dina Fitria

  105-111

  • PDF (Bahasa Indonesia)
  Abstract views: 397 times |PDF downloaded: 226 times |

• Stock Price Prediction of PT Bank Syariah Indonesia Tbk Using Support Vector Regression

  Isra Miraltamirus, Fadhilah Fitri, Dodi Vionanda, Dony Permana

  112-119

  • PDF (Bahasa Indonesia)
  Abstract views: 455 times |PDF downloaded: 412 times |

• Comparison of Haversine and Euclidean Distance Formulas for Calculating Distance Between Regencies in West Sumatra

  Vinka Haura Nabilla, Dina Fitria, Dony Permana, Fadhilah Fitri

  120-125

  • PDF (Bahasa Indonesia)
  Abstract views: 979 times |PDF downloaded: 499 times |

• Application of Singular Spectrum Analysis (SSA) Method to Forecast Rice Production in West Sumatra Artikel nazifatul azizah

  Nazifatul Azizah, Fadhilah Fitri, Dodi Vionanda, Zamahsary Martha

  126-133

  • PDF (Bahasa Indonesia)
  Abstract views: 428 times |PDF downloaded: 181 times |

• Sentiment Analysis of GoRide Services on Twitter Social Media Using Naive Bayes Algorithm

  Puti Utari Maharani, Nonong Amalita, Atus Amadi Putra, Fadhilah Fitri

  134-139

  • PDF (Bahasa Indonesia)
  Abstract views: 393 times |PDF downloaded: 238 times |

• Vector Error Correction Model for Cointegration Analysis of Factors Affecting Indonesia's Economic Growth during the Pandemic Period

  Rizqa Fajriaty Fitri MY, Dina Fitria, Syafriandi Syafriandi, Zilrahmi

  140-148

  • PDF (Bahasa Indonesia)
  Abstract views: 360 times |PDF downloaded: 338 times |

• Rainfall Forecasting in Medan City Using Singular Spectrum Analysis (SSA)

  Silvia Agustina, Fadhilah Fitri, Dodi Vionanda, Admi Salma

  149-156

  • PDF (Bahasa Indonesia)
  Abstract views: 307 times |PDF downloaded: 309 times |

• Grouping Level of Poverty Based on District/City in Indonesia Using K-Harmonic Means

  nabillah putri, Nonong Amalita, Dodi Vionanda, Dony Permana

  157-163

  • PDF (Bahasa Indonesia)
  Abstract views: 302 times |PDF downloaded: 210 times |

• Grouping The Regencies/Cities in Indonesia Based on Expenditure Groups Inflation Value Using DBSCAN Method

  Meliani Putri, Dony Permana, Syafriandi Syafriandi, Zilrahmi

  164 - 171

  • PDF (Bahasa Indonesia)
  Abstract views: 469 times |PDF downloaded: 233 times |

• The SMOTE Application of CART Methods for Coping Imbalanced Data in Classifying Status Work on Labor Force in the City of Padang

  Andini Yulianti, Fadhilah Fitri, Nonong Amalita, Dodi Vionanda

  172-179

  • PDF (Bahasa Indonesia)
  Abstract views: 496 times |PDF downloaded: 248 times |

• Self Organizing Maps Method for Grouping Provinces in Indonesia Based on the Landslide Impact

  Suwanda Risky, Syafriandi, Dony Permana, Dina Fitria

  180-187

  • PDF (Bahasa Indonesia)
  Abstract views: 357 times |PDF downloaded: 244 times |

• Modeling Human Development Index in Papua and West Sumatera with Multivariate Adaptive Regression Spline

  Yulia Pertiwi, Dony Permana, Nonong Amalita, Admi Salma

  188-195

  • PDF (Bahasa Indonesia)
  Abstract views: 356 times |PDF downloaded: 135 times |

• Analysis of Factors Influencing the Population Growth Rate in West Sumatra Using Geographically Weighted Logistic Regression

  Rizqia Salsabila, Atus Amadi Putra, Nonong Amalita, Fadhilah Fitri

  196-202

  • PDF (Bahasa Indonesia)
  Abstract views: 394 times |PDF downloaded: 227 times |

• Comparison of Queen Contiguity and Customized Weighting Matrices on Spatial Regression to Identify Factors Impacting Poverty in East Java

  Gezi Fajri, Syafriandi Syafriandi, Nonong Amalita, Zamahsary Martha

  203-210

  • PDF (Bahasa Indonesia)
  Abstract views: 317 times |PDF downloaded: 247 times |

• Geographically Weighted Panel Regression for Modeling The Percentage of Poor Population in West Sumatera

  Jimmi Darma putra, Dina Fitria, Dodi Vionanda, Admi Salma

  211-217

  • PDF (Bahasa Indonesia)
  Abstract views: 550 times |PDF downloaded: 382 times |

• Comparison Fuzzy Time Series Cheng and Ruey Chyn Tsaur Model for Forecasting Sales at Empat Saudara Store

  Muhammad Alif Yustin, Zilrahmi, Atus Amadi Putra, Fadhilah Fitri

  218-225

  • PDF (Bahasa Indonesia)
  Abstract views: 311 times |PDF downloaded: 194 times |

• Classification for Covid-19 Affected Family Cash Aid Recipients Using Naïve Bayes Algorithm

  Mutiara Amazona Sosiawati, Syafriandi Syafriandi, Dony Permana, Zilrahmi

  226-231

  • PDF (Bahasa Indonesia)
  Abstract views: 246 times |PDF downloaded: 125 times |

• Geographically Weighted Panel Regression Modeling on Human Development Index in West Sumatera

  Amelia Fadila Rahman, Syafriandi Syafriandi, Nonong Amalita, Zilrahmi

  232-239

  • PDF (Bahasa Indonesia)
  Abstract views: 680 times |PDF downloaded: 573 times |