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- Title
METHODOLOGICAL APPROACHES IN ANALYZING THE STRENGTH OF SEASONALITY IN TOURISM TIME SERIES.
- Authors
MARIUS IONUȚ, GORDAN; TABITA CORNELIA, ADAMOV; IOANA ANDA, MILIN; ANKA ROXANA, PASCARIU; TIBERIU, IANCU
- Abstract
This paper investigates methodological strategies for analyzing seasonality in tourism time series, employing advanced methods such as Seasonal-Trend decomposition using Loess (STL), the GINI index, seasonality index and other methods. Through those approaches, researchers can unravel complex temporal patterns in tourism time series data. STL decomposition can be applied to time series data, revealing trend, seasonal, and residual components. The GINI index measures distributional inequality of tourism activity across seasons, while the seasonality index quantifies the intensity of fluctuations between quarters or months of high and low season.
- Subjects
TIME series analysis; DECOMPOSITION method; TOURISM; RESEARCH personnel; LOESS
- Publication
Agricultural Management / Lucrari Stiintifice Seria I, Management Agricol, 2023, Vol 25, Issue 3, p233
- ISSN
1453-1410
- Publication type
Article