Can never confirm that the variable under analysis distributes following a specific expected proportions distribution

All are true

The null hypothesis is rejected if the Chi-square statistic (measuring the distance between observed and expected frequencies) is sufficiently big

We test whether we cannot reject (or can reject) that a particular qualitative variable distributes according to an expected distribution