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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.
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Threshold linear regression estimation
When it comes to threshold linear regression, in order to estimate it can we simply divide our dataset according to the threshold rule into 2 datasets and then simply estimate 2 equations with OLS? …
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Resampling as prior distribution?
Suppose we've got a small dataset that we have no prior knowledge about and we're going to use linear regression on it. … regression and OLS applied to the whole dataset - use the $\mu$ and $\sigma$ of the resampled models as the prior distribution to bayesian regression. …
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MARS vs. CART regression predictive power
Given that in regression we're usually dealing with continous data, is any of them superior to one another when it comes to actual forecasting? …