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**Understanding Statistics in Corpus Linguistics [#cf852098]

-Variables
--categorical
---binary (2 categories)
---multiple (n > 2): (a) nominal vs. (b) ordinal

--quantitative
---interval
---discrete

**Another aspect of variables: [#x6bfd7ee]

-explanatory/predictor/independent variables
-response/outcome/dependent variables

**Univariate vs. Bivariate analyses [#c85829ac]

-univariate
--an examination of a single variable

**Concept of "significance" [#u10790cf]
-Difference in proportions
-significance = a difference that is sufficiently large enough to trust it

***Null Hypothesis [#lcc1139e]
-There is no particular difference

***Expected frequencies [#a23f67b4]
-the frequencies we WOULD get if the two proportions are identical. Both probabilities equal 0.5

**Chi-square [#t18709d3]
-sum of the squared differences between obser[ved and expected frequencies, divided by the expected frequency, across all cells
-The probability of chi-square statistic is known for each number of degrees of freedom [number of groups -1]

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