Number of Observations
| Number of Observations Read | 31 |
|---|---|
| Number of Observations Used | 31 |
Results: l09.sas
The REG Procedure
Model: MODEL1
Dependent Variable: lv
The Reg Procedure
MODEL1
Fit
lv
Analysis of Variance
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 4 | 8.12928 | 2.03232 | 294.53 | <.0001 |
| Error | 26 | 0.17941 | 0.00690 | ||
| Corrected Total | 30 | 8.30869 | |||
Fit Statistics
| Root MSE | 0.08307 | R-Square | 0.9784 |
|---|---|---|---|
| Dependent Mean | 3.27273 | Adj R-Sq | 0.9751 |
| Coeff Var | 2.53818 |
Parameter Estimates
| Parameter Estimates | |||||
|---|---|---|---|---|---|
| Variable | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| |
| Intercept | 1 | -1.94349 | 1.95775 | -0.99 | 0.3300 |
| Girth | 1 | 0.27389 | 0.04563 | 6.00 | <.0001 |
| g2 | 1 | -0.00454 | 0.00161 | -2.83 | 0.0089 |
| Height | 1 | 0.04894 | 0.05544 | 0.88 | 0.3855 |
| h2 | 1 | -0.00022203 | 0.00036986 | -0.60 | 0.5535 |
The REG Procedure
Model: MODEL1
Dependent Variable: lv
Observation-wise Statistics
lv
Diagnostic Plots
Fit Diagnostics
Residual Plots
Panel 1
The Transreg Procedure
Log(Volume)
The TRANSREG Procedure
Dependent Variable Log(Volume)
Number of Observations
| Number of Observations Read | 31 |
|---|---|
| Number of Observations Used | 31 |
The TRANSREG Procedure Hypothesis Tests for Log(Volume)
ANOVA
| Univariate ANOVA Table Based on the Usual Degrees of Freedom | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares | Mean Square | F Value | Pr > F |
| Model | 2 | 8.123226 | 4.061613 | 613.19 | <.0001 |
| Error | 28 | 0.185463 | 0.006624 | ||
| Corrected Total | 30 | 8.308690 | |||
| Root MSE | 0.08139 | R-Square | 0.9777 |
|---|---|---|---|
| Dependent Mean | 3.27273 | Adj R-Sq | 0.9761 |
| Coeff Var | 2.48679 |
Coefficients
| Univariate Regression Table Based on the Usual Degrees of Freedom | ||||||
|---|---|---|---|---|---|---|
| Variable | DF | Coefficient | Type II Sum of Squares |
Mean Square | F Value | Pr > F |
| Intercept | 1 | -6.6316171 | 0.45539 | 0.45539 | 68.75 | <.0001 |
| Log(Girth) | 1 | 1.9826499 | 4.62750 | 4.62750 | 698.63 | <.0001 |
| Log(Height) | 1 | 1.1171233 | 0.19778 | 0.19778 | 29.86 | <.0001 |
The Transreg Procedure
Log(Volume)
The TRANSREG Procedure
Dependent Variable Log(Volume)
Number of Observations
| Number of Observations Read | 31 |
|---|---|
| Number of Observations Used | 31 |
The TRANSREG Procedure Hypothesis Tests for Log(Volume)
ANOVA
| Univariate ANOVA Table Based on the Usual Degrees of Freedom | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares | Mean Square | F Value | Pr > F |
| Model | 4 | 8.129282 | 2.032321 | 294.53 | <.0001 |
| Error | 26 | 0.179407 | 0.006900 | ||
| Corrected Total | 30 | 8.308690 | |||
| Root MSE | 0.08307 | R-Square | 0.9784 |
|---|---|---|---|
| Dependent Mean | 3.27273 | Adj R-Sq | 0.9751 |
| Coeff Var | 2.53818 |
Coefficients
| Univariate Regression Table Based on the Usual Degrees of Freedom | ||||||
|---|---|---|---|---|---|---|
| Variable | DF | Coefficient | Type II Sum of Squares |
Mean Square | F Value | Pr > F |
| Intercept | 1 | -1.9434909 | 0.00680 | 0.00680 | 0.99 | 0.3300 |
| Identity(Girth) | 1 | 0.2738856 | 0.24860 | 0.24860 | 36.03 | <.0001 |
| Identity(Height) | 1 | 0.0489426 | 0.00538 | 0.00538 | 0.78 | 0.3855 |
| Power(Girth) | 1 | -0.0045434 | 0.05523 | 0.05523 | 8.00 | 0.0089 |
| Power(Height) | 1 | -0.0002220 | 0.00249 | 0.00249 | 0.36 | 0.5535 |
The TRANSREG Procedure
The Transreg Procedure
Identity(nails)
Iteration History
| TRANSREG MORALS Algorithm Iteration History for Identity(nails) | |||||
|---|---|---|---|---|---|
| Iteration Number |
Average Change |
Maximum Change |
R-Square | Criterion Change |
Note |
| 1 | 0.17015 | 1.42089 | 0.80356 | ||
| 2 | 0.00000 | 0.00000 | 0.92174 | 0.11817 | Converged |
| Algorithm converged. |
Fit Plot
The LOESS Procedure
The Loess Procedure
Scaling Information
| Independent Variable Scaling | |
|---|---|
| Scaling applied: None | |
| Statistic | water |
| Minimum Value | 0 |
| Maximum Value | 0.13700 |
The LOESS Procedure
Dependent Variable: nails
Optimal Smoothing Criterion
| Optimal Smoothing Criterion | |
|---|---|
| AICC | Smoothing Parameter |
| -1.55025 | 1.00000 |
The LOESS Procedure
Selected Smoothing Parameter: 1
Dependent Variable: nails
Selected Model
Fit Summary
| Fit Summary | |
|---|---|
| Fit Method | kd Tree |
| Blending | Linear |
| Number of Observations | 21 |
| Number of Fitting Points | 7 |
| kd Tree Bucket Size | 4 |
| Degree of Local Polynomials | 2 |
| Smoothing Parameter | 1.00000 |
| Points in Local Neighborhood | 21 |
| Residual Sum of Squares | 0.96584 |
| Trace[L] | 3.18368 |
| GCV | 0.00304 |
| AICC | -1.55025 |
| AICC1 | -32.60741 |
| Delta1 | 17.88968 |
| Delta2 | 17.88588 |
| Equivalent Number of Parameters | 3.25705 |
| Lookup Degrees of Freedom | 17.89348 |
| Residual Standard Error | 0.23235 |
Fit Plot
