相持不下 发表于 2025-3-21 19:43:17
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Analysis of Matched Data Using Logistic Regression,stratification to carry out a matched analysis. Our primary focus is on case-control studies. We then introduce the logistic model for matched data and describe the corresponding odds ratio formula. We illustrate the use of logistic regression with an application that involves matching as well as co大都市 发表于 2025-3-22 19:27:30
Polytomous Logistic Regression,n is used when the categories of the outcome variable are nominal, that is, they do not have any natural order. When the categories of the outcome variable do have a natural order, ordinal logistic regression may also be appropriate.ELUC 发表于 2025-3-23 00:46:41
Logistic Regression for Correlated Data: GEE,d for modeling this type of data is the generalized estimating equations (GEE) model, which takes into account the correlated nature of the responses. If such correlations are ignored in the modeling process, then incorrect inferences may result.AER 发表于 2025-3-23 04:07:38
GEE Examples,dds ratios, construct confidence intervals, and perform statistical tests on the regression coefficients. The examples also illustrate the effect of selecting different correlation structures for a GEE model applied to the same data, and compare the results from the GEE approach with a standard logiVOC 发表于 2025-3-23 07:46:18
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