What's New in SigmaXL Version 10 - Part 2 of 3: General Linear Model with Nesting
150 بار بازدید -
11 ماه پیش
-
Topics covered in this webinar:•
Topics covered in this webinar:
• New Statistical Tools
o General Linear Model. Extends Advanced Multiple
Regression to include:
- Fixed and Random Factors
- Nested Factors
- Covariates (can be Nested)
- For Random or Mixed Random/Fixed Factors with a balanced design, the ANOVA and
Variance Components (VC) report is given based on Expected Mean Squares. VC confidence
intervals using Restricted Maximum Likelihood (REML) are included.
- If the design is unbalanced or model is non-hierarchical, REML is used to compute the
VC values and confidence intervals. Fixed Effects Tests are based on Satterthwaite
approximation degrees of freedom.
- Main Effects with Confidence Intervals and Interaction Plots of Fitted Means for Non-Nested
Fixed Factors
- Tukey and Fisher Pairwise Comparison of Means for Non-Nested Fixed Factors
- Predicted Response Calculator
- Multiple Response Optimization for Nested or Non-Nested Fixed Factors
- Example: Fixed Factors with Nested Variable
- Example: Sources of Variation Study
- Example: Unbalanced Nested Factorial Experiment with Fixed and Random Factors
• New Statistical Tools
o General Linear Model. Extends Advanced Multiple
Regression to include:
- Fixed and Random Factors
- Nested Factors
- Covariates (can be Nested)
- For Random or Mixed Random/Fixed Factors with a balanced design, the ANOVA and
Variance Components (VC) report is given based on Expected Mean Squares. VC confidence
intervals using Restricted Maximum Likelihood (REML) are included.
- If the design is unbalanced or model is non-hierarchical, REML is used to compute the
VC values and confidence intervals. Fixed Effects Tests are based on Satterthwaite
approximation degrees of freedom.
- Main Effects with Confidence Intervals and Interaction Plots of Fitted Means for Non-Nested
Fixed Factors
- Tukey and Fisher Pairwise Comparison of Means for Non-Nested Fixed Factors
- Predicted Response Calculator
- Multiple Response Optimization for Nested or Non-Nested Fixed Factors
- Example: Fixed Factors with Nested Variable
- Example: Sources of Variation Study
- Example: Unbalanced Nested Factorial Experiment with Fixed and Random Factors
11 ماه پیش
در تاریخ 1402/07/03 منتشر شده
است.
150
بـار بازدید شده