Regression

  •   REGRESS CHANNELS...       2  This option performs basic regression analysis for any two channels (obviously, it is only available if the file has more than one channel):

    The initial step in the regression procedure is to chose the type of unit conversions.  Linear (least-squares), semi-log (log Y = a+b*X or Y = a+b*log X), and log-log (log Y = a + b*log X) regression models are available.  However, some of the conversions will not be available if the data range includes zero or negative values (since one can't take the log of a negative number).

    Next, you select the two channels to regress, using the window shown at right.  The program won't let you attempt to regress a channel against itself, so you may have to do some fancy button-clicking to get your channels selected.

    After the 'selections OK' button is clicked, LabAnalyst performs the calculations and produces a scatterplot of the data points in the block window (x values versus y values), along with the regression line.

    The numerical results are the same as for the SLOPE vs TIME option described above -- except that only a single value of the intercept is shown.

    You can test the slope against any user-defined value.  Enter the slope into the edit field and click the 'test' button (very low probability values are shown as "<.00001").

    The 'residuals' button will produce a scatterplot of residuals from the regression.   'Select new channels' lets you set up a new regression of different variables.

    You can use the 'predict values' button to use the regression equation to predict X from a given Y, or vice versa:

    Some additional considerations:


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