Another hypothesis , called an alternative hypothesis is then proved to be true by proving that the null hypothesis is false . If the data do not contradict the null hypothesis , then no conclusion is made . In this case , the null hypothesis could be true or false ; the data give insufficient evidence to make any conclusion .