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2017
DOI: 10.1057/s41278-016-0052-6
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Time–frequency analysis of the Baltic Dry Index

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Cited by 6 publications
(8 citation statements)
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“…Recent studies have tried to incorporate novel approaches to forecasting bulk freight rates. Angelopoulos (2017) has used the dynamic spectral content of the BDI to discuss its cyclical behavior through time-frequency analysis; and Tsioumas et al 2017have integrated the Dry Bulk Economic Climate Index (DBECI) into a VARX model to improve the accuracy of BDI forecasts. Although these methods provide a good basis for freight rate prediction, they often miss the psychology of the market impact on the rates.…”
Section: Technical Analysis and The Psychology Of Freight Rates Litermentioning
confidence: 99%
“…Recent studies have tried to incorporate novel approaches to forecasting bulk freight rates. Angelopoulos (2017) has used the dynamic spectral content of the BDI to discuss its cyclical behavior through time-frequency analysis; and Tsioumas et al 2017have integrated the Dry Bulk Economic Climate Index (DBECI) into a VARX model to improve the accuracy of BDI forecasts. Although these methods provide a good basis for freight rate prediction, they often miss the psychology of the market impact on the rates.…”
Section: Technical Analysis and The Psychology Of Freight Rates Litermentioning
confidence: 99%
“…According to maritime economics theory, the freight rates direct the supply decisions of the market, which include new ship building, utilization of the existing fleet, and scrapping of ships [1]. Therefore, freight rates have a direct impact on the decision to increase the fleet capacity of transport operators [13].…”
Section: The Supply and Demand Mechanism In Maritime Transportmentioning
confidence: 99%
“…Thus, earnings can be maximized and uncertainty-associated risks can be minimized. Timely purchasing and selling decisions are of vital importance for stakeholders, and a bad decision can have irreversible consequences [1]. At this point, only those who can read the market well can be regarded as good maritime stakeholders [14].…”
Section: The Supply and Demand Mechanism In Maritime Transportmentioning
confidence: 99%
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“…While the business cycle is a rule of thumb in the shipping industry, the analysis of cycles is more of a subjective effort with selections of turning points based on predefined patterns in the time domain. Exploitation of the frequency domain(Chistè and van Vuuren, 2013) and the evolution of the frequency domain over time(Angelopoulos, 2014) provide a unique opportunity to classify and investigate cycles at their natural domain without any prior assumptions, as well as possible stylized facts.5.1.2 The Role of the Baltic IndexesFreight rates, the shipping spot market and the BDI have been the subjects of considerable amount of work, related to their seasonality, cyclical attributes, as wellas their relation to macroeconomic shocks, in the last 15 years. Examples of time domain freight rates analysis include Alizadeh and Kavussanos (2001), Adland and Cullinane (2006), Batchelor et al (2007) and Jing et al (2008).…”
mentioning
confidence: 99%