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Logistic Regression

Definition

A regression method used when the outcome is binary, such as reconvicted or not, with coefficients read as odds ratios.

Related terms

Chi-Square Test
A goodness-of-fit test comparing the observed digit frequencies in a dataset to the expected Benford frequencies, producing a test statistic that is...
Crime Rate
The number of recorded offences of a given type divided by the population at risk, usually per 100,000 people, which allows comparison...
Cross-Tabulation
A table showing how two categorical variables, such as offence type and area type, are jointly distributed, used as the basis for...
Ecological Fallacy
The error of applying a statistical association observed at the population or group level to an individual, without verifying that the individual...
Meta-Analysis
A method that combines the results of many separate studies of the same question into a single, more precise estimate.
Poisson Regression
A regression model for count outcomes, such as burglaries per ward per month, that assumes the variance of the counts equals their...
Time-Series Analysis
Study of a sequence of measurements of the same variable taken at regular intervals, used to detect trend, seasonality and intervention effects.

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