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May 2024

Life after chi-squared: An introduction to log-linear analysis

Author(s): Lin, E.

Journal/Book: Can J Psychiatry. 1998; 43: 260-441 Maclaren St, Ottawa on K2H 2P3, Canada. Canadian Psychiatric Assoc. 837-842.

Abstract: Chi-squared tests are used to examine the relationships among categorical variables. However, they are difficult to use and interpret when more than 2 variables are involved. In such cases, it is better to use a related statistic, called log-linear analysis. This article is an introduction to log-linear models, illustrating how they can be used to tease apart relationships among several variables in looking at the factors associated with photonumerophobia.

Note: Article Streiner DL, Baycrest Ctr Geriatr Care, Appl Res Unit, 3560 Bathurst St, N York, ON M6A 2E1, CANADA

Keyword(s): log-linear analysis; odds; odds ratio; chi-squared; statistics


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