Biostats Reading #5

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Last updated 4:07 PM on 1/27/26
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6 Terms

1
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What is an r x c table?

R is the number of rows.

C is the number of columns.

Used to analyze the relationship between two categorical variables.

2
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What is the goal of the r x c table?

To test for statistical independence. No relation between the row and column criteria.

3
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Applications of r x c table?

  • Fixed Row/Column totals: Testing if the distribution across columns is the same for every row (or vice versa).

  • Random grouping: Testing if the probability of an individual falling into a specific cell is simply the product of the marginal probabilities.

4
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Calculating Expected Values (Eij)

If there is no relationship between rows and columns, the expected value for any cell is calculated by distributing the row and column totals proportionally.

Eij. = Row Total x Column Total / Grand Total

5
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The X2 statistic of chi-square, tests for

The total deviation between observed (O) and expected (E) values across all cells in the table

6
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The degrees of freedom, impacts the table by:

The approximate X2 distribution for an r x c table depends on the number of rows and columns