{"title":"Forecasting the Spot Price of P1A Shipping Route","authors":"P. Giannakopoulou, P. Chountas","doi":"10.1109/BdKCSE48644.2019.9010591","DOIUrl":null,"url":null,"abstract":"The objective of this project is twofold. Firstly, researchers wants to identify between multiple financial and shipping related measures, the features that have statistically significant impact on the estimation of the spot voyage time charter price of P1A Panamax shipping route which is daily issued from the London-based Baltic Exchange. Secondly, significant objective of this thesis is to examine the predictive ability of multiple multivariant feature models (based on the results of the first objective) and of single variable time series models answering to the question “What is the estimated voyage time charter price of P1A shipping route for tomorrow?”.","PeriodicalId":206080,"journal":{"name":"2019 Big Data, Knowledge and Control Systems Engineering (BdKCSE)","volume":"39 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 Big Data, Knowledge and Control Systems Engineering (BdKCSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BdKCSE48644.2019.9010591","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The objective of this project is twofold. Firstly, researchers wants to identify between multiple financial and shipping related measures, the features that have statistically significant impact on the estimation of the spot voyage time charter price of P1A Panamax shipping route which is daily issued from the London-based Baltic Exchange. Secondly, significant objective of this thesis is to examine the predictive ability of multiple multivariant feature models (based on the results of the first objective) and of single variable time series models answering to the question “What is the estimated voyage time charter price of P1A shipping route for tomorrow?”.
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