Karya Ilmiah
Pencarian Karya Ilmiah

Outlier Detection in Multivariate Linear Models Using Lagrange Multipliers

Makkulau1, Edi Cahyono1, Mukhsar1*, Asrul Sani1, La Ode Saidi1, Andi Tenri Ampa1
In statistics, data which deviates so much from other data is called outlier. Outlier can influence the resulting model, hence it can have an impact on decision making. This paper reports a development of the outlier detection method using the Likelihood Displacement Statistic method (LD) and Likelihood Ratio Statistic for a Mean Shift method (LR), called Likelihood Displacement Statistic-Lagrange (LDL) method and Likelihood Ratio Statistic for a Mean Shift method (LR) to the Likelihood Ratio Statistic for a Mean Shift-Lagrange (LRL) method. LDL and LRL method is a method that uses Lagrange multipliers with confidence interval constraint of parameter vector, which is done by deleting m observations and shifting the means on the model using a nonlinear program with Karush-Kuhn Tucker (KKT) condition. This method LDL compares LDL values and Chi-square table values that follow Chi-square distribution, and method LRL compares LRL values and Chi-square table values that follow Chi-square distribution. The advantage of the LDL and LRL method which uses Lagrange multiplier is the optimal values obtained are limited in the determined confidence interval. Since optimal values are limited to this confidence interval. Keywords: Likelihood Displacement Statistic-Lagrange, Likelihood Ratio Statistic for a Mean Shift-Lagrange, Karush-Kuhn Tucker, Outlier, Lagrange Multipliers.

Klik Disini link website

DOWNLOAD FULL PAPER
Klik Disini file lampiran dalam bentuk pdf

DOWNLOAD REVIEWNYA DIBAWAH
Klik Disini file lampiran dalam bentuk pdf
Diterbitkan pada: • Jurnal: Global Journal of Pure and Applied Mathematics (GJPAM) • ISSN : 0973-1768 (print), 0973-9750 (online) • Vol. 13, Number 6 (2017), pp. 2563-2578 • Terindeks pada: Scimago SJR (Q4, H-Index 5), the Mathematical Reviews, MathSciNet, Zentralblatt MATH and EBSCO Databases, Index Copernicus

15 Karya Ilmiah yang dimasukkan terakhir

  1. Road Development Strategy Based on Potential Agricultural Sector (Study Case : Kendari City, South East Sulawesi Province, Indonesia) oleh Adris Ade Putra1,Susanti Djalante2,Muh Arsyad3
  2. Transportation System Performance Analysis Urban Area Public Transport oleh Adris.A.Putra
  3. The Satisfaction Analysis for the Performance of Public Transport Urban Areas oleh Adris.A.Putra1 Jinca, M. Yamin2 Bambang Riyanto3 Agus Taufik Mulyono4
  4. SIMULASI EFEKTIVITAS MODEL BERBAGAI PEREDAM KEBISINGAN (Studi Kasus : Kawasan Zona Bising di Kota Kendari) oleh Susanti Djalante, La Ode Muhamad Nurrakhmad Arsyad, Try Sugiarto, Adris Ade Putra
  5. Pengaruh Pergerakan U – Turn (Putaran Balik Arah) Terhadap Kecepatan Arus Lalulintas Menerus (Studi Kasus Jalan Brigjen Myoenoes , Kota Kendari) oleh Adris Ade Putra, Ady Sarwono Sarewo
  6. MULTIMODAL TRANSPORTATION SYSTEM ANALYSIS TO SUPPORTING URBAN AREAS DEVELOPMENT oleh AODE MUH. MAGRIBI 1 , ADRIS. A. PUTRA 2 & AHMAD SYARIF SUKRI 3
  7. Model Selection Of Mass Transport Infrastructure Development Metropolitan Region Of Mamminasata oleh Adris.A.Putra1 Jinca, M. Yamin2 Bambang Riyanto3 Agus Taufik Mulyono4
  8. MODEL BANGKITAN PERGERAKAN PENDUDUK PADA KAWASAN PEMUKIMAN oleh Adris A. Putra
  9. ESTIMASI TINGKAT KEBISINGAN LALU-LINTAS DENGAN METODE TRANSPORT ROAD AND RESEARCH LABORATORY (TRRL) PADA KAWASAN SENAPATI LAND oleh Adris A. Putra, Susanti Djalante
  10. Temporal Decorrelation Effect in Carbon Stocks Estimation Using Polarimetric Interferometry Synthetic Aperture Radar (PolInSAR) (Case Study: Southeast Sulawesi Tropical Forest) oleh Laode M Golok Jaya, Ketut Wikantika, Katmoko Ari Sambodo, Armi Susandi
  11. Carbon Stocks Estimation in Southeast Sulawesi Indonesia Tropical Forest using PolInSAR Technique oleh La Ode Muh. Golok Jaya, Ketut Wikantika, Katmoko Ari Sambodo, Armi Susandi
  12. NILAI- NILAI TUTURAN EWA WUNA PADA MASYARAKAT MUNA1 oleh Arman2
  13. Gelar Mokole (Raja) di Kerajaan Konawe: Prosedur Pengangkatan oleh Basrin Melamba, Raemon
  14. HERMENEUTIKA HANS-GEORG GADAMAER SEBAGAI STRATEGI PEMBACAAN KARYA SASTRA oleh Muarifuddin
  15. TRANSFORMASI STRUKTUR LIMA PADA MASYARAKAT BUTON (APLIKASI TRANSFORMASI LEVI-STRAUSS)1 oleh Muarifuddin

 

Universitas Halu Oleo
Gedung Rektorat Lt. 1
Kampus Hijau Bumi Tridharma
Anduonou Kendari, 93132
Telp: 0401-3190105
Fax: 0401-3194108
Email: info@uho.ac.id

 

 
Copyright © 2014 UPT. Pangkalan Data dan Teknologi Informasi
Universitas Halu Oleo, Kendari
Indonesia 93231