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chi-squared test for tabular association
a statistical test for a relationship between two categorical variables
correlation coefficient
a measure of linear association between two continuous variables
covariance
an unstandardized statistical measure summarizing the general pattern of association (or the lack thereof) between two continuous variables
critical value
a predetermined standard for a statistical test such that, if the calculated value is greater than the critical value, then we conclude that there is a relationship between the two variables; and if the calculated value is less than the critical value, we cannot make such a conclusion
degrees of freedom
the number of pieces of information we have beyond the minimum that we would need to make a particular inference
difference of means test
a method of bivariate hypothesis testing that is appropriate for a categorical independent variable and a continuous dependent variable
Pearson’s r
the most commonly employed correlation coefficient
p-value
the probability that we would see the relationship that we are finding because of random chance
• statistically significant relationship
a conclusion, based on the observed data, that the relationship between two variables is not due to random chance, and therefore exists in the broader population
tabular analysis
a type of bivariate analysis that is appropriate for two categorical variables