/Factors-that-Affect-the-Number-of-Wisatawan-Nusantara

Panel Data Regression to Determine the Factors that Affect the Number of Wisatawan Nusantara (Wisnus) Trips in Indonesia

Primary LanguageR

Factor-that-Affect-the-Number-of-Wisatawan-Nusantara

This project is the final project of the Linear Regression Analysis course. The research paper of this project can be accessed using this link

Language Used

  • R

Tools Used

  • R Studio

Project Description

The purpose of this paper is to determine if the number of tourist destinations affects the number of Wisatawan Nusantara (Wisnus) trips in Indonesia and to determine the prediction model using the panel data regression method. Wisatawan Nusantara (Wisnus) are Indonesian residents who travel within Indonesia's territory, for a period of less than 6 months, and not for a working purpose (earning wages/salaries). The dataset used in this project is the data on the number of Wisatawan Nusantara (Wisnus) trips in each province in Indonesia in between 2018 and 2019 as well as the data on the number of various types of tourist destinations in 2018 and 2019 in all the provinces in Indonesia to conclude that there are several factors which affects the number of Wisatawan Nusantara (Wisnus) trips in Indonesia.

Methods

  • Panel Data Regression
  • Weighted Least Squares Regression (WLS)
  • Residual Assumptions
  • Variance Inflation Factor (VIF)
  • Backward Elimination Method