Workspace Node: Cox Proportional Hazards - Specifications - Advanced Tab
In the Cox Proportional Hazards node dialog box, under the Specifications heading, select the Advanced tab to access the following options.
Element Name | Description |
---|---|
Convergence | The Convergence group box contains the options associated with how Statistica determines convergence of the Newton-Raphson algorithm. |
Maximum Number of Iterations | Type in the maximum number of iterations for the iterative estimation procedure. |
Absolute likelihood | Statistica terminates the algorithm when the absolute value of the log partial likelihoods of the previous two iterations is smaller than the user-specified convergence criterion. |
Relative likelihood | Statistica terminates the algorithm when the value of the log partial likelihoods of the previous two iterations is smaller than the user-specified convergence criterion. Specifically, the criterion is defined as:
where eps is set to 0.000001. |
Relative parameter | For each parameter estimate, the relative value of the current and previous estimate:
is computed (if previous estimate was 0, the absolute difference is computed). The maximum relative value is computed. This value is then compared to the convergence criterion. |
Relative gradient | The relative gradient criterion is defined as:
where g is the gradient vector, H is the Hessian matrix, and l is the likelihood function evaluated at the current iteration. |
Convergence criterion | Use this box to change the convergence criterion value. |
Specify start values | Select this check box if you want to specify your own starting values for the iterative estimation procedure. Then, click the Open data file button (see below) to specify the Statistica spreadsheet that contains the start values. |
Open data file | Click the Open data file button to display a dialog box where you can browse to the Statistica spreadsheet that contains the starting values. The number of rows in the spreadsheet should be equal to the number of parameters in the full model. There should only be one variable in this spreadsheet. Also, the order in which the parameters are specified is determined by the order of effects in the model. If you are unsure of the order, run the initial model without user-specified start values, and select the Design Terms check box on the Results - Quick tab to produce a spreadsheet that contains the information for each column in the design matrix. |
Edit Start Values | Click this button to display the
Edit start values and specify to estimate/fix params dialog box, where you can edit the start value for each parameter with the additional option to set a parameter as constant. If the parameter is specified as constant, Statistica does not estimate the parameter via maximum likelihood, but instead leaves the parameter at its user specified value.
Options / C / W. See Common Options. |
OK | Click this button to accept all the specifications made in the dialog box and to close it. The analysis results are placed in the Reporting Documents node after running (updating) the project. |
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