Implementasi Metode Regresi Linier Berganda Untuk Prediksi Neraca Perdagangan Ekspor - Impor Migas dan Nonmigas di Wilayah Kalimantan Timur - Submit SPECTA Journal of Technology

Putra, Muhammad Haeqal Dwi (2025) Implementasi Metode Regresi Linier Berganda Untuk Prediksi Neraca Perdagangan Ekspor - Impor Migas dan Nonmigas di Wilayah Kalimantan Timur - Submit SPECTA Journal of Technology. Bachelor thesis, Institut Teknologi Kalimantan.

	Text 11181052_abstract_id.pdf Restricted to Repository staff only until 23 October 2027. Download (385kB) | Request a copy
	Text 11181052_abstract_id.pdf Restricted to Repository staff only until 23 October 2027. Download (385kB) | Request a copy
	Text 11181052_abstract_en.pdf Restricted to Repository staff only until 23 October 2027. Download (380kB) | Request a copy
	Text 11181052_approval_sheet.pdf Restricted to Repository staff only until 23 October 2027. Download (1MB) | Request a copy
	Text 11181052_bibliography.pdf Restricted to Repository staff only until 23 October 2027. Download (426kB) | Request a copy
	Text 11181052_chapter_1.pdf Restricted to Repository staff only until 23 October 2027. Download (285kB) | Request a copy
	Text 11181052_chapter_1.pdf Restricted to Repository staff only until 23 October 2027. Download (936kB) | Request a copy
	Text 11181052_chapter_2.pdf Restricted to Repository staff only until 23 October 2027. Download (1MB) | Request a copy
	Text 11181052_chapter_3.pdf Restricted to Repository staff only until 23 October 2027. Download (925kB) | Request a copy
	Text 11181052_conclusion.pdf Restricted to Repository staff only until 23 October 2027. Download (547kB) | Request a copy
	Text 11181052_chapter_4.pdf Restricted to Repository staff only until 20 October 2027. Download (1MB) | Request a copy
	Text 11181052_cover.pdf Restricted to Repository staff only until 23 October 2027. Download (390kB) | Request a copy
	Text 11181052_illustraions.pdf Restricted to Repository staff only until 23 October 2027. Download (609kB) | Request a copy
	Text 11181052_Lembar Persetujuan Publikasi Ilmiah (Form. TA-020).pdf Restricted to Repository staff only until 23 October 2027. Download (103kB) | Request a copy
	Text 11181052_paper.pdf Restricted to Repository staff only until 23 October 2027. Download (726kB) | Request a copy
	Text 11181052_preface.pdf Restricted to Repository staff only until 23 October 2027. Download (673kB) | Request a copy
	Text 11181052_publishing_agreement.pdf Restricted to Repository staff only until 23 October 2027. Download (653kB) | Request a copy
	Text 11181052_statement_of_authenticity.pdf Restricted to Repository staff only until 23 October 2027. Download (730kB) | Request a copy
	Text 11181052_table_of_content.pdf Restricted to Repository staff only until 23 October 2027. Download (695kB) | Request a copy
	Text 11181052_tables.pdf Restricted to Repository staff only until 23 October 2027. Download (605kB) | Request a copy
	Text 11181052_presentation.pdf Restricted to Repository staff only until 23 October 2027. Download (1MB) | Request a copy

Abstract

Wilayah Kalimantan Timur memiliki komoditi ekspor impor yang cukup banyak, salah satunya adalah komoditi migas dan non migas. Tingkat ekspor impor yang terjadi di wilayah Kalimantan Timur tergolong fluktuatif dengan pengaruh nya terhadap neraca perdagangan, membuat komoditi migas dan non migas menjadi salah satu penentu dalam pertumbuhan ekonomi di wilayah Kalimantan Timur. Penelitian ini bertujuan untuk mengetahui atau memprediksi nilai neraca perdagangan terhadap ekspor impor migas dan non migas di wilayah Kalimantan Timur. Metode yang digunakan adalah Regresi Linier Berganda dan pengumpulan data melalui situs website BPS. Hasil dari penelitian yang telah dilakukan adalah tingkat kekuatan hubungan antara nilai total ekspor terhadap neraca perdagangan lebih kuat dengan nilai korelasi sebesar 0,96, sedangkan tingkat kekuatan hubungan antara nilai impor terhadap neraca perdagangan lebih lemah dengan nilai korelasi sebesar 0,39. Hasil prediksi dengan menggunakan metode regresi linier berganda memiliki nilai MAPE sebesar 7,5%, sedangkan dengan menggunakan regresi linier sederhana dengan menggunakan hanya input ekspor memiliki nilai MAPE sebesar 954,45%.

Item Type:	Thesis (Bachelor)
Subjects:	A General Works > AC Collections. Series. Collected works
Divisions:	Jurusan Matematika dan Teknologi Informasi > Informatika
Depositing User:	Muhammad Haeqal Dwi Putra
Date Deposited:	23 Jan 2025 08:09
Last Modified:	23 Jan 2025 08:09
URI:	http://repository.itk.ac.id/id/eprint/22468

Actions (login required)

View Item