Model Analysis and Calculation Utilities: Difference between revisions
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:[[compressmodel]] - Remove references to unused variables from a model. | :[[compressmodel]] - Remove references to unused variables from a model. | ||
:[[estimatefactors]] - | :[[estimatefactors]] - | ||
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:[[varcapy]] - Calculate percent y-block variance captured by a PLS regression model. | :[[varcapy]] - Calculate percent y-block variance captured by a PLS regression model. | ||
:[[vip]] - Calculate Variable Importance in Projection from regression model. | :[[vip]] - Calculate Variable Importance in Projection from regression model. | ||
(Sub topic of [[Quantitative_Regression_Analysis|Quantitative_Regression_Analysis]]) | |||
Revision as of 16:40, 2 September 2008
- compressmodel - Remove references to unused variables from a model.
- estimatefactors -
- figmerit - Analytical figures of merit for multivariate calibration.
- leverag - Calculate sample leverages.
- qconcalc - Calculate Q residuals contributions for predictions on a model.
- regcon - Converts regression model to y = ax + b form.
- residuallimit - Estimates confidence limits for sum squared residuals.
- reviewmodel - Examines a standard model structure for typical problems.
- rinverse - Calculate pseudo inverse for PLS, PCR and RR models.
- rmse - Calculate Root Mean Square Error.
- tconcalc - Calculate Hotellings T2 contributions for predictions on a model.
- tsqlim - Confidence limits for Hotelling's T^2.
- varcapy - Calculate percent y-block variance captured by a PLS regression model.
- vip - Calculate Variable Importance in Projection from regression model.
(Sub topic of Quantitative_Regression_Analysis)