There is a chance that it might be.
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true
No, it is not true. Probability can be used to describe some properties of the variation but not all.
No, the confidence interval (CI) doesn't always contain the true population parameter. A 95% CI means that there is a 95% probability that the population parameter falls within the specified CI.
The chance of occurance
It is true.