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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) International Journal of Informatics and Communication Technology (IJ-ICT) Pro Bisnis Telematika Indonesian Journal of Electrical Engineering and Computer Science International Journal of Engineering, Science and Information Technology
Imam Tahyudin
STMIK AMIKOM Purwokerto
Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Social Sciences Transportation

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Journal : Pro Bisnis

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MODEL REGRESI PARTIAL LEAST SQUARES (PLS) (Studi Kasus : Kinerja Satuan Kerja Sekretariat Daerah Kabupaten Tegal) Imam Tahyudin
Pro Bisnis Vol 2, No 2: Agustus (2009)
Publisher : Universitas Amikom Purwokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (324.172 KB) | DOI: 10.35671/probisnis.v2i2.287

Abstract

Metode regresi kuadrat terkecil parsial atau Partial Least Squares (PLS) adalah pemodelan ‘lunak’ yang bebas asumsi sebaran. PLS dilakukan secara iteratif menggunakan algoritma NIPALS dan proses pendugaannya melibatkan variansi variabel Y dan variansi variabel X pada setiap iterasinya. Berdasarkan hasil analisis menggunakan bantuan Matlab versi 7 diperoleh model regresi PLS pada studi kasus kinerja satuan kerja Sekretariat Daerah Kabupaten Tegal yaitu 'ˆY=TBQdengan jumlah komponen maksimum delapan ( = 0.10). Model ini dapat memberikan informasi bahwa total variansi variabel Y yaitu volume pekerjaan, produktivitas dan kecepatan dapat dijelaskan oleh variabel X yaitu ketepatan, ketelitian, efektifitas, kemitraan, kerja tim, pendelegasian, keuletan, kehandalan dan kemandirian sebesar 60,46%
Co-Authors Adinda Rifi Yanti Dhanar Intan Surya Saputra Dhanar Intan Surya Saputra Dwi Puspa Sari Fahmy Putra Nahri Utama Haviluddin Haviluddin Hidetaka Nambo Ita Yulianti M. Syaiful Amin Mohammad imron Muhammad Yanuar Firdaus Nur Atikah Fitriyanti Nur Dewiyanti Nurfaizah Nurfaizah Sefitriani Khasanah Siti Alvi Solikhatin