- :basis [Object Method]

Returns the indices of the variables used in fitting the model.

- :coef-estimates [Object Method]

Returns the OLS (ordinary least squares) estimates of the regression coefficients. Entries beyond the intercept correspond to entries in basis.

- :coef-standard-errors [Object Method]

Returns estimated standard errors of coefficients. Entries beyond the intercept correspond to entries in basis.

- :cooks-distances [Object Method]

Computes Cook's distances.

- :df [Object Method]

Returns the number of degrees of freedom in the model.

- :display [Object Method]

Prints the least squares regression summary. Variables not used in the fit are marked as aliased.

- :fit-values [Object Method]

Returns the fitted values for the model.

- :included &optional new-included [Object Method]

With no argument, NIL means a case is not used in calculating estimates, and non-nil means it is used. NEW-INCLUDED is a sequence of length of y of nil and t to select cases. Estimates are recomputed.

- :intercept &optional new-intercept [Object Method]

With no argument returns T if the model includes an intercept term, nil if not. With an argument NEW-INTERCEPT the model is changed to include or exclude an intercept, according to the value of NEW-INTERCEPT.

- :leverages [Object Method]

Returns the diagonal elements of the hat matrix.

- :num-cases [Object Method]

Returns the number of cases in the model.

- :num-coefs [Object Method]

Returns the number of coefficients in the fit model (including the intercept if the model includes one).

- :num-included [Object Method]

Returns the number of cases used in the computations.

- :plot-bayes-residuals &optional x-values [Object Method]

Opens a window with a plot of the standardized residuals and two standard error bars for the posterior distribution of the actual deviations from the line. See Chaloner and Brant. If X-VALUES are not supplied the fitted values are used. The plot can be linked to other plots with the link-views function. Returns a plot object.

- :plot-residuals &optional x-values [Object Method]

Opens a window with a plot of the residuals. If X-VALUES are not supplied the fitted values are used. The plot can be linked to other plots with the link-views function. Returns a plot object.

- :predictor-names &optional (names nil set) [Object Method]

With no argument returns the predictor names. NAMES sets the names.

- :r-squared [Object Method]

Returns the sample squared multiple correlation coefficient, R squared, for the regression.

- :raw-residuals [Object Method]

Returns the raw residuals for a model.

- :residuals [Object Method]

Returns the raw residuals for a model without weights. If the model includes weights the raw residuals times the square roots of the weights are returned.

- :sigma-hat [Object Method]

Returns the estimated standard deviation of the deviations about the regression line.

- :studentized-residuals [Object Method]

Computes the internally studentized residuals for included cases and externally studentized residuals for excluded cases.

- :sum-of-squares [Object Method]

Returns the error sum of squares for the model.

- :weights &optional new-w [Object Method]

With no argument returns the weight sequence as supplied to m; NIL means an unweighted model. NEW-W sets the weights sequence to NEW-W and recomputes the estimates.

- :x-matrix [Object Method]

Returns the X matrix for the model, including a column of 1's, if appropriate. Columns of X matrix correspond to entries in basis.

- :xtxinv [Object Method]

Returns or .

Tue Jan 21 15:04:48 CST 1997