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Parametric Data Reduction: Regression and Log-Linear Models
- Linear regression
- Data modeled to fit a straight line
- Often uses the least-square method to fit the line
- Multiple regression
- Allows a response variable Y to be modeled as a linear function of multidimensional feature vector
- Log-linear model
- Approximates discrete multidimensional probability distributions
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