Diagnostics for changes in the maximum likelihood estimate of β due to deletion of single observations in linear and logistic regression models are equivalent to diagnostics obtained from fitting ...

We investigate linear approximation (LA) confidence intervals for functions g (θ) of the parameters θ in a nonlinear regression model. These intervals are almost universally used and generally perform ...

Residual plots can be used to validate assumptions about the regression model.