the term "confidence" has a similar meaning in statistics, as in common use. in common usage, a claim to 95% confidence in something is normally taken as indicating near certainty. in statistics, a claim to 95% confidence simply means that the researcher has seen one possible interval from a large number of possible ones, from which 19 out of 20 intervals contain the true value of the parameter.