2024-04-30 UAE Dirham News
2024-04-29
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend Analysis
Based on the data provided, it appears that the exchange rates have experienced slight fluctuations over the period in question, though no drastic changes are evident. The rates start from approximately 0.3713 and reach about 0.37255 by the end of the time series. Assuming a constant increment, it could be said that there is a very nominal upward trend in the exchange rate data presented.
Seasonality and Recurring Patterns
Time-series data of this nature require a more complex approach to accurately detect any seasonality or recurring patterns given the nuances associated with financial data. A preliminary view does not suggest a clear seasonal or repetitive pattern in the exchange rate changes. This conclusion, however, would need to be confirmed by running more detailed statistical seasonal decomposition and autocorrelation tests.
Identifying Outliers
Given the low range of variation in exchange rates in this dataset, it is challenging to distinguish any outliers based on the data alone and without the help of any statistical outlier detection methods. However, manually inspecting the data, no particular point appears to significantly deviate from the overall slight upward trend. Therefore, it can be preliminarily said that there are no significant outliers, but this would need to be ascertained with certainty by using accepted statistical tests for outlier detection.