{"title":"PENGEMBANGAN EARLY WARNING SYSTEM UNTUK DELISTING SAHAM SYARIAH MENGGUNAKAN SUPPORT VECTOR MACHINE (SVMs)","authors":"Zulnani Tinggi, Sakum","doi":"10.37366/jespb.v5i02.117","DOIUrl":"https://doi.org/10.37366/jespb.v5i02.117","url":null,"abstract":"This study aim to produce Early Warning System in predicting the occurrence of delisting in Islamic stocks by using Support Vector Machines (SVM). The sample used in this research are companies listed on the Indonesian Syariah Stock Index (ISSI) for the period of 2012 - 2018. With the variables used in this research: Turn Over Asset, Long Term Debt, Interest Coverage, Debt to Equity, Quick Ratio, ROA, ROE Leverage, Current Ratio, ROIC. The population of this study is 335 Islamic stocks registered with ISSI. There are 102 companies which consists of listed and delisted companies from sharia shares as comparison for the sample data. The Method applied in this study is Purposive Sampling for The sampling technique. From the result found that accuracy rate of the best SVM models is SVM 4 models with 100% accuracy","PeriodicalId":142507,"journal":{"name":"Jurnal Ekonomi Syariah Pelita Bangsa","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126849666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"PENGARUH INFLASI DAN TINGKAT PENGANGGURAN TERHADAP PERTUMBUHAN EKONOMI DI INDONESIA PERIODE 2010 – 2016","authors":"Nani Hartati","doi":"10.37366/jespb.v5i01.86","DOIUrl":"https://doi.org/10.37366/jespb.v5i01.86","url":null,"abstract":"Makro ekonomi adalah studi tentang kegiatan ekonomi di suatu negara. Indikator ekonomi makro adalah inflasi, pengangguran, dan pertumbuhan ekonomi. Tujuan dari penelitian ini adalah untuk menganalisis faktor-faktor yang mempengaruhi pertumbuhan ekonomi di Indonesia. Faktor-faktor ini meliputi inflasi dan tingkat pengangguran. Penelitian ini menggunakan analisis regresi linier berganda dengan data per semester pada periode 2010 - 2016. Dengan uji parsial inflasi tidak mempengaruhi pertumbuhan ekonomi secara signifikan, sedangkan tingkat pengangguran berpengaruh positif terhadap pertumbuhan ekonomi. Dengan regresi linier berganda simultan terbukti tidak ada pengaruh yang signifikan antara inflasi dan tingkat pengangguran terhadap pertumbuhan ekonomi yang terjadi, hal ini juga ditunjukkan dengan koefisien yang bernilai rendah.","PeriodicalId":142507,"journal":{"name":"Jurnal Ekonomi Syariah Pelita Bangsa","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126865058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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