Confidence interval indicates the degree of confidence that a given VaR number will not be exceeded. The higher the confidence interval, the lower probability it will be exceeded. However, the higher the confidence interval, the higher the VaR number.

Distribution of expected portfolio returns (for a sample portfolio) with 95% VaR confidence level and 1 week time horizon