bapautotopayslot88payslot88payslot88https://heylink.me/slotgacor_PAYSLOT88/http://128.199.179.162/https://fib.ui.ac.id/wp-includes/asia4d/totoslot99https://fib.ui.ac.id/wp-includes/fonts/https://heylink.me/PAYSLOT88OFFICIAL/https://heylink.me/XLSLOT88.OFFICIAL/https://heylink.me/MANTAN4D.OFFICIAL/https://heylink.me/UWAKSLOT_OFFICIAL/https://heylink.me/XO4D_OFFICIAL/https://heylink.me/BAPAUTOTO.OFFICIAL/https://mez.ink/totoslot4dhttp://188.166.219.95/http://143.110.170.86/http://167.99.94.174/http://178.128.62.175/http://134.122.97.17/http://134.209.16.34/https://heylink.me/TOTOSLOT99/http://165.22.234.153/http://159.65.135.151/http://68.183.42.97/http://170.64.173.182/xlslot88https://registrasi.polimedia.ac.id/icons/mantan4d/https://e-malika.pn-kediri.go.id/tekiya-genji/https://green.ui.ac.id/uploads/thailand/https://desabalongmojo.gresikkab.go.id/vendor/rans/https://pascakomunikasi.fisip.ui.ac.id/wp-content/uploads/-/ts4d/https://adin.radenintan.ac.id/sgacor/https://adin.radenintan.ac.id/toto/https://adin.radenintan.ac.id/scatter/https://www.payslot88hoki.com/https://nursing.ui.ac.id/ts4d/https://trainingcenter.unesa.ac.id/xoxo/https://journal3.upgris.ac.id/thailand/https://proskrip.ekonomi-unkris.ac.id/thailand/https://fib.ui.ac.id/sbobet/https://journal.fateta.unipa.ac.id/maxx/https://teknik.umpo.ac.id/maxx/https://feb.untagsmg.ac.id/bptt/https://ilmupemerintahanpsdku.unpam.ac.id/pays88/https://ti.umpo.ac.id/wp-content/plugins/pays/https://app.vavuniya.dist.gov.lk/js/pays/https://journal.fateta.unipa.ac.id/totoslot4d/https://fateta.unipa.ac.id/toto/https://teknik.umpo.ac.id/-/thailand/>https://fateta.unipa.ac.id/slot88/https://ti.umpo.ac.id/thai/https://journal2.upgris.ac.id/templates/app/https://sipapabb.kec-karangtengah.garutkab.go.id/totoku/https://www.kacakiddaagiris.com/https://kec-karangtengah.garutkab.go.id/toslot/https://simansur.kec-karangtengah.garutkab.go.id/qris/https://teknik.umpo.ac.id/zeus/https://sakip.bawaslu.go.id/template/slot-4d/https://kec-karangtengah.garutkab.go.id/asset/deposit-5000/https://adin.radenintan.ac.id/qris/https://dinkes.tasikmalayakota.go.id/storage/-/https://dinkes.tasikmalayakota.go.id/uploads/thailand/https://fib.ui.ac.id/thai/http://arsitektur.ft.unand.ac.id/xthai/https://simansur.kec-karangtengah.garutkab.go.id/qris/https://skripsi-ti.umpo.ac.id/admin/4d4d/https://kacakiddaagiris.com/http://arsitektur.ft.unand.ac.id/shitam/https://simpeg.stkip-pgri-sumbar.ac.id/toto/https://proskrip.ekonomi-unkris.ac.id/assets/images/link/https://appsfikes.ub.ac.id/app/http://arsitektur.ft.unand.ac.id/-/https://bkd.sumbawabaratkab.go.id/media/system/qris/https://www.simpeg.klungkungkab.go.id/js/qris/https://www.simpeg.klungkungkab.go.id/login/xlslot88/https://sosial.penajamkab.go.id/sorce/https://sipapabb.kec-karangtengah.garutkab.go.id/s-gacor/https://siotamtiba.kec-karangtengah.garutkab.go.id/s-thai/https://journal3.upgris.ac.id/ts4d/https://appsfikes.ub.ac.id/wakslot/https://adbang.madiunkota.go.id/wp-content/app/http://arsitektur.ft.unand.ac.id/deposit-5000/https://elearning.fateta.unipa.ac.id/api/https://elearning.fateta.unipa.ac.id/pisang/https://elearning.fateta.unipa.ac.id/brand/https://journal.fateta.unipa.ac.id/.well-known/suster/https://elearning.fateta.unipa.ac.id/dana5000/https://journal.fateta.unipa.ac.id/s777/https://sippedas.kec-karangtengah.garutkab.go.id/css/slot-thailand/https://sippedas.kec-karangtengah.garutkab.go.id/css/qris/https://bk.stkip-pgri-sumbar.ac.id/qris/https://stkip-pgri-sumbar.ac.id/assets/qris/https://elearning.fateta.unipa.ac.id/qris/http://arsitektur.ft.unand.ac.id/qris/https://elearning.fateta.unipa.ac.id/maxwin/https://skd.salatiga.go.id/statis/slothai/https://manajemen.feb.upr.ac.id/upload/-/https://dinkes.tasikmalayakota.go.id/assets/pisang/https://skd.salatiga.go.id/statis/pisang/https://fkbt.uwhs.ac.id/wp-includes/qris/https://skd.salatiga.go.id/statis/assets/css/https://dinkes.tasikmalayakota.go.id/assets/galery/II/https://dinkes.tasikmalayakota.go.id/assets/front/owl/draft/kh/https://dinkes.tasikmalayakota.go.id/assets/front/data/IV/https://dinkes.tasikmalayakota.go.id/assets/galery/V/https://ristoranteicinquesensi.com/https://dinkes.tasikmalayakota.go.id/assets/fonts/notepad/teks/https://dinkes.tasikmalayakota.go.id/js/smaxwin/https://dinkes.tasikmalayakota.go.id/-/https://fleximarriage.com/https://xlslot88jp.store/https://skd.salatiga.go.id/statis/toto/https://s1wir.uwhs.ac.id/.tmb/bet200/https://kec-karangtengah.garutkab.go.id/slot200/https://xo4dgacor.site/https://gamerleafgo.com/https://oscsys.com/https://skd.salatiga.go.id/statis/arsip/pulsa/https://sakip.bawaslu.go.id/thai/https://app.vavuniya.dist.gov.lk/ccs/xl88/http://eimarah.masjidputra.gov.my/xl88/https://ch.sharif.edu/~tccw/wp-content/xl88/http://3.215.198.226/xl88/https://app.vavuniya.dist.gov.lk/helpdeskk/mpo/https://mipakimia.unsam.ac.id/m4d/https://skd.salatiga.go.id/statis/gacorxthai/https://flagbig.com/https://blogentle.com/https://skd.salatiga.go.id/statis/mania/https://esbh.pekalongankab.go.id/mapping/storage/framework/http://app.bandungkab.go.id/maxwin/https://sipapabb.kec-karangtengah.garutkab.go.id/assets/mantan4d/https://bem-pe.feb.ui.ac.id/thai/https://fib.ui.ac.id/wp-content/svr-thailand/https://fib.ui.ac.id/wp-content/upgrade/https://fib.ui.ac.id/wp-content/s5000/https://fib.ui.ac.id/wp-content/4d/https://dinkes.wonogirikab.go.id/wp-content/toto/https://panel.sccs.edu.bo/xlslot88/https://skd.salatiga.go.id/statis/judi-bola/https://library.staimklaten.ac.id/dana-5000/http://wallpaperswiki.com/xlslot88/
Repository STMA Trisakti
Login
  (021) 4893931 ext 126   |    repository@stma-trisakti.ac.id

THE USE OF BIPLOT ANALYSIS AND EUCLIDEAN DISTANCE WITH PROCRUSTES MEASURE FOR OUTLIERS DETECTION

Fanny Novika, Siswadi dan Toni Bakhtiar

Simple View

Title THE USE OF BIPLOT ANALYSIS AND EUCLIDEAN DISTANCE WITH PROCRUSTES MEASURE FOR OUTLIERS DETECTION
Author Fanny Novika, Siswadi dan Toni Bakhtiar
Abstract Outlier is an object that has unique characteristics compared with other objects. Detection of outlier needs to be performed in order to avoid errors in decision-making related to data. Another reason for the detection of outlier is to determine the cause and the meaning of the difference from the outliers. Two methods for detection of outlier are Minimum Covariance Determinant (MCD) and Fast Minimum Covariance Determinant (FMCD). Unfortunately, MCD and FMCD require a longer iteration thus it is difficult to detect outlier in large data. In this work, we introduce alternative methods to detect outliers i.e. direct and indirect biplot analyses and direct and indirect Euclidean distances and then we determine the effectiveness of methods in detecting outlier using Procrustes measure. The larger the size of Procrustes measure, the better the method for detecting the outliers. There are six data used in the simulation analysis, i.e. the generated data with the characteristics of one group data, one group data with the outlier, one group data with the top and bottom outliers, twogroup data, three-group data. Inferred data criteria based on simulation analysis results that MCD, FMCD, indirect biplot and indirect Euclidean distance can’t detect outlier of grouped data. Applicative analysis is the detection of outliers in the welfare data of the Indonesian people based on seven indicators. Papua and DKI Jakarta provinces are concluded as outliers based on all methods. Further analysis reveals that direct Euclidean, indirect Euclidean, and indirect biplot are the best methods. However, direct Euclidean is the simplest method.
Journal Link https://www.ijemr.net/ojs/index.php/ojs/article/view/424
Show Full Item Records
Sign In to your Acccount


Browse All Collections Collections By Issued Date Authors Titles Subjects

Most Viewed

ANALISIS PENERAPAN MANAJEMEN RISIKO TERHADAP PIUTANG TAK TERTAGIH BENGKEL REKANAN (STUDI KASUS BENGKEL AUTO LOOK WAHANA TATA)

Admin | 23 Aug 2021
Penelitian ini bertujuan untuk menganalisis penerapan manajemen risiko terhadap piutang tak tertagih bengkel rekanan. Manajemen risiko yang dimaksud adalah menghitung frekuensi dan besaran dari keru...

PENGARUH PELATIHAN DAN PELAKSANAAN STANDARD OPERATING PROCEDURE (SOP) TERHADAP KUALITAS PELAYANAN DI DIVISI OPERASIONAL PT ASURANSI JIWA NASIONAL

Admin | 24 Jun 2021
This research was conducted with the aim to find out the effect training and implementation SOP on service quality in the operation division of PT Asuransi Jiwa Nasional.The research method used is...

PERBANDINGAN ANALISIS TREND PADA PERAMALAN HASIL UNDERWRITING, HASIL INVESTASI, BEBAN USAHA DENGAN LABA BERSIH PT REASURANSI NASIONAL INDONESIA

Admin | 30 Jun 2021
Penelitian ini bertujuan untuk membandingkan model analisis trend serta menerapkan model trend terbaik pada peramalan hasil underwriting, hasil investasi, beban usaha dan laba bersih. Data yang digu...

Minat Masyarakat Membuat Biopori dalam Upaya Mitigasi Banjir

Repository Admin | 18 Nov 2021
Peralihan musim kemarau ke musim hujan ditandai dengan perubahan cuaca yang terjadi secara cepat dan tiba-tiba. Fenomena ekstrim serupa itu biasanya berupa perubahan cepat cuaca. Pagi hingga siang pan...

PENGARUH CITRA PERUSAHAAN DAN PERILAKU KONSUMEN TERHADAP KEPUTUSAN PEMBELIAN PRODUK ASURANSI KENDARAAN BERMOTOR DI PT KSK INSURANCE INDONESIA

Repository Admin | 09 Aug 2021
This thesis researches to find out if any significant effect between the corporate image and consumer behavior towards decision of purchase of motor vehicle insurance products at PT KSK Insurance Indo...

PENGARUH PENDAPATAN PREMI BRUTO, HASIL INVESTASI DAN BEBAN USAHA TERHADAP NET PROFIT MARGIN PADA PT ASURANSI RAMAYANA TBK

Repository Admin | 05 Aug 2021
This research aim is to know about the effect of gross premium income, income from investment and operating expenses to Net Profit Margin (NPM) of PT Asuransi Ramayana Tbk in period 2007-2016. This re...

ANALISIS PROFITABILITAS PRODUK ASURANSI KENDARAAN BERMOTOR PADA PT ARTHAGRAHA GENERAL INSURANCE

Repository Admin | 23 Aug 2021
PT. Artha Graha Insurance set the profitability target about 10 % from the total of vehicles product insurance premium for the last three years (2013 to 2015). Products profitability which are expecte...

PENGARUH ASET, LIABILITAS DAN HASIL UNDERWRITING TERHADAP TINGKAT SOLVABILITAS PERUSAHAAN ASURANSI UMUM

Repository Admin | 04 Aug 2021
Penelitian ini dilakukan dengan tujuan untuk mengetahui pengaruh aset, liabilitas dan hasil underwriting terhadap tingkat solvabilitas perusahaan asuransi umum dari tahun 2013- 2017. Data yang digunak...

ANALISIS PERBEDAAN PENGARUH JENIS DAN BENEFIT PRODUK ASURANSI KENDARAAN BERMOTOR TERHADAP LOYALITAS NASABAH PERORANGAN (DIRECT CUSTOMERS) DI PT ASURANSI CENTRAL ASIA UNIT SYARIAH

Admin | 03 Aug 2021
Penelitian ini bertujuan untuk mengetahui sejauh mana perbedaan pengaruh jenis dan benefit produk terhadap loyalitas nasabah perorangan (direct customers). Penelitian dilakukan terhadap nasabah pero...

Most Downloaded

HUBUNGAN ANTARA OWN RETENTION RATIO, LOSS RATIO DAN UNDERWRITING RATIO DENGAN RISK BASED CAPITAL PADA 5 PERUSAHAAN ASURANSI YANG TERCATAT DI BURSA EFEK INDONESIA PERIODE 2008-2016

Admin | 04 Aug 2021
Penelitian ini dilakukan untuk mencari tahu hubungan antara Own Retention Ratio, Loss Ratio, dan Underwriting Ratio dengan Risk Based Capital di 5 perusahaan asuransi yang tercatat di Bursa Efek Ind...

PENGARUH KUALITAS SUMBER DAYA MANUSIA DAN GAYA KEPEMIMPINAN TERHADAP KINERJA KARYAWAN DI PT ASURANSI CENTRAL ASIA

Repository Admin | 09 Aug 2021
Penelitian ini bertujuan untuk menguji secara empiris pengaruh kualitas sumber daya manusia (SDM) dan gaya kepemimpinan terhadap kinerja karyawan. Dalam penelitian ini, peneliti mengkaji kinerja karya...

ANALISIS PROSES KERJA MARKETING AGEN DI PT ASURANSI CENTRAL ASIA CABANG BINTARO

Repository Admin | 15 Jun 2021
Insurance marketing activities is one of the main pillars and so the spearhead in the insurance business both general insurance and life tnsuramce. Level of competition is getting tougher and harder i...

PENGARUH RASIO BEBAN KLAIM DAN RETURN OF ASSET (ROA) TERHADAP RASIO PENCAPAIAN SOLVABILITAS (Studi Kasus Pada Perusahaan Asuransi Kerugian yang Terdaftar di Bursa Efek Indonesia Tahun 2013-2017)

Repository Admin | 23 Aug 2021
Penelitian ini bertujuan untuk mengetahui bagaimana pengaruh Rasio Beban Klaim dan ROA terhadap Rasio Pencapaian Solvabilitas . Karena adanya pembatasan waktu penelitian, maka penelitian ini penulis...

PENGARUH PENDAPATAN PREMI, BEBAN KLAIM DAN BEBAN KOMISI TERHADAP HASIL UNDERWRITING PADA PT. ASURANSI RAMAYANA TBK 2008-2015

Admin | 24 Aug 2021
Penelitian ini bertujuan untuk mengetahui dan menguji pengaruh pendapatan premi, beban klaim dan beban komisi terhadap hasil underwriting pada salah satu perusahaan asuransi kerugian di Indonesia. V...

EKONOMI KESEHATAN

Repository Admin | 12 Apr 2023
Terbitnya buku ini diharapkan dapat memberi kontribusi yang positif dalam ilmu pengetahuan dan tentunya memberikan nuansa yang berbeda dengan buku lain yang sejenis serta saling menyempurnakan pada se...