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Statistical Reference Guide
Fit model
Logistic / Probit fit
Estimating odds ratios
Estimate the odds ratios using a logistic model.
Ensure you have followed the steps in
Fitting a simple logistic regression
or
Fitting an advanced logistic model
.
Activate the analysis report worksheet.
On the
Analyse-it
ribbon tab,
in the
Fit Model
group, click
Odds Ratios
.
The analysis task pane
Odds Ratios
panel opens.
In the
Odds Ratios
grid, in the
Comparison
column.: For a continuous variable, type the change in units of the predictor for the odd ratio, the default is for 1 unit change in the predictor, but for some predictors the odds ratio for a 10 or 100 unit change in the predictor maybe more interpretable. For a categorical variable, select the type of comparison:
Option
Description
All pairs
Compare all pairs of categories against each other. For example, with 3 categories the comparisons, are 1v2,1v3,2v1,2v3,3v1,3v2.
All distinct pairs
Compare all unique pairs of categories against each other. For example, with 3 categories the comparisons as 2v1,3v1,3v2).
Against reference
Compare all categories against the reference category (the first category in the categorical variable). For example, with 3 categories the comparisons are 3v1, 2v1.
If the model has interaction terms, in the
At
column for each continuous variable involved in an interaction, type the levels of interest as a comma (or your list delimiter) separated list. For example, if Age is a variable involved in an interaction with Gender, you may use 16, 25, 30, 40, and 60 as the levels of interest at which the Gender Female/Male odds ratios will be computed. For a continuous variable involved in an interaction with a categorical variable, the unit change for each level of the categorical variable will be computed. For example, if the Age unit is 10 years and Age is involved in an interaction with Gender, the odds ratio for a change of 10 years will be computed for Females and Males.
In the
Confidence interval
edit box, type the confidence level.
Click
Recalculate
.
Related concepts
Parameter estimates
Odds ratio estimates
Effect of model hypothesis test
Effect of term hypothesis test
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Statistical Reference Guide
Distribution
Compare groups
Compare pairs
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Fit model
Linear fit
Logistic / Probit fit
Generalized linear models
Fitting a simple logistic regression
Fitting an advanced logistic model
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Parameter estimates
Odds ratio estimates
Estimating odds ratios
Effect of model hypothesis test
Effect of term hypothesis test
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Bibliography
Version 6.15
Published 18-Apr-2023
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