Data Set WORK.NEW0
| Obs | tcellmean |
|---|---|
| 1 | 0.32395 |
Results: wheatear.sas
The Print Procedure
The SGScatter Procedure
The SGScatter Procedure
The GLM Procedure
The GLM Procedure
Data
Number of Observations
| Number of Observations Read | 21 |
|---|---|
| Number of Observations Used | 21 |
The GLM Procedure
Dependent Variable: mass
Analysis of Variance
mass
Overall ANOVA
| Source | DF | Sum of Squares | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| Model | 1 | 19.33949354 | 19.33949354 | 9.51 | 0.0061 |
| Error | 19 | 38.62662075 | 2.03298004 | ||
| Corrected Total | 20 | 57.96611429 |
Fit Statistics
| R-Square | Coeff Var | Root MSE | mass Mean |
|---|---|---|---|
| 0.333634 | 19.79136 | 1.425826 | 7.204286 |
Type I Model ANOVA
| Source | DF | Type I SS | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| tcell | 1 | 19.33949354 | 19.33949354 | 9.51 | 0.0061 |
Type II Model ANOVA
| Source | DF | Type II SS | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| tcell | 1 | 19.33949354 | 19.33949354 | 9.51 | 0.0061 |
Estimates
| Parameter | Estimate | Standard Error |
t Value | Pr > |t| | 95% Confidence Limits | |
|---|---|---|---|---|---|---|
| intercept | 3.9112702 | 1.11208441 | 3.52 | 0.0023 | 1.5836507 | 6.2388896 |
| slope | 10.1651222 | 3.29576786 | 3.08 | 0.0061 | 3.2670008 | 17.0632436 |
| mean | 7.2042615 | 0.31114076 | 23.15 | <.0001 | 6.5530364 | 7.8554866 |
Solution
| Parameter | Estimate | Standard Error |
t Value | Pr > |t| | 95% Confidence Limits | |
|---|---|---|---|---|---|---|
| Intercept | 3.91127017 | 1.11208441 | 3.52 | 0.0023 | 1.58365074 | 6.23888959 |
| tcell | 10.16512222 | 3.29576786 | 3.08 | 0.0061 | 3.26700082 | 17.06324362 |
The GLM Procedure
Predictions
Values
| Observation | Observed | Predicted | Residual | 95% Confidence Limits for Mean Predicted Value | ||
|---|---|---|---|---|---|---|
| 1 | 3.33000000 | 6.47288097 | -3.14288097 | 5.65407464 | 7.29168730 | |
| 2 | 4.62000000 | 6.58469731 | -1.96469731 | 5.80953401 | 7.35986062 | |
| 3 | 5.43000000 | 6.46271585 | -1.03271585 | 5.63970979 | 7.28572190 | |
| 4 | 5.73000000 | 6.46271585 | -0.73271585 | 5.63970979 | 7.28572190 | |
| 5 | 6.12000000 | 5.77148753 | 0.34851247 | 4.60124212 | 6.94173295 | |
| 6 | 6.29000000 | 6.07644120 | 0.21355880 | 5.07151601 | 7.08136639 | |
| 7 | 6.45000000 | 7.28609075 | -0.83609075 | 6.63250382 | 7.93967767 | |
| 8 | 6.51000000 | 5.97478998 | 0.53521002 | 4.91638345 | 7.03319651 | |
| 9 | 6.65000000 | 6.47288097 | 0.17711903 | 5.65407464 | 7.29168730 | |
| 10 | 6.75000000 | 7.38774197 | -0.63774197 | 6.72472383 | 8.05076010 | |
| 11 | 6.81000000 | 8.69904273 | -1.88904273 | 7.49363626 | 9.90444921 | |
| 12 | 7.56000000 | 8.29243785 | -0.73243785 | 7.30787233 | 9.27700336 | |
| 13 | 7.83000000 | 7.08278830 | 0.74721170 | 6.42636469 | 7.73921192 | |
| 14 | 8.02000000 | 7.00146732 | 1.01853268 | 6.33585690 | 7.66707774 | |
| 15 | 8.06000000 | 7.67236539 | 0.38763461 | 6.94780303 | 8.39692775 | |
| 16 | 8.18000000 | 7.78418173 | 0.39581827 | 7.02329198 | 8.54507149 | |
| 17 | 9.08000000 | 8.28227272 | 0.79772728 | 7.30287019 | 9.26167525 | |
| 18 | 9.15000000 | 8.28227272 | 0.86772728 | 7.30287019 | 9.26167525 | |
| 19 | 9.35000000 | 6.07644120 | 3.27355880 | 5.07151601 | 7.08136639 | |
| 20 | 9.42000000 | 9.07515226 | 0.34484774 | 7.64829043 | 10.50201408 | |
| 21 | 9.95000000 | 8.08913540 | 1.86086460 | 7.20332933 | 8.97494147 | |
Information
| Sum of Residuals | -0.00000000 |
|---|---|
| Sum of Squared Residuals | 38.62662075 |
| Sum of Squared Residuals - Error SS | 0.00000000 |
| PRESS Statistic | 47.35583810 |
| First Order Autocorrelation | 0.44282434 |
| Durbin-Watson D | 0.76898024 |
Residual Plots
tcell
Fit Plot
The Print Procedure
Data Set WORK.NEW
| Obs | mass | tcell | clml | clmu | clpl | clpu | yhat | resid |
|---|---|---|---|---|---|---|---|---|
| 1 | 3.33 | 0.252 | 5.65407 | 7.2917 | 3.37830 | 9.5675 | 6.47288 | -3.14288 |
| 2 | 4.62 | 0.263 | 5.80953 | 7.3599 | 3.50138 | 9.6680 | 6.58470 | -1.96470 |
| 3 | 5.43 | 0.251 | 5.63971 | 7.2857 | 3.36702 | 9.5584 | 6.46272 | -1.03272 |
| 4 | 5.73 | 0.251 | 5.63971 | 7.2857 | 3.36702 | 9.5584 | 6.46272 | -0.73272 |
| 5 | 6.12 | 0.183 | 4.60124 | 6.9417 | 2.56595 | 8.9770 | 5.77149 | 0.34851 |
| 6 | 6.29 | 0.213 | 5.07152 | 7.0814 | 2.92750 | 9.2254 | 6.07644 | 0.21356 |
| 7 | 6.45 | 0.332 | 6.63250 | 7.9397 | 4.23107 | 10.3411 | 7.28609 | -0.83609 |
| 8 | 6.51 | 0.203 | 4.91638 | 7.0332 | 2.80837 | 9.1412 | 5.97479 | 0.53521 |
| 9 | 6.65 | 0.252 | 5.65407 | 7.2917 | 3.37830 | 9.5675 | 6.47288 | 0.17712 |
| 10 | 6.75 | 0.342 | 6.72472 | 8.0508 | 4.33069 | 10.4448 | 7.38774 | -0.63774 |
| 11 | 6.81 | 0.471 | 7.49364 | 9.9044 | 5.48051 | 11.9176 | 8.69904 | -1.88904 |
| 12 | 7.56 | 0.431 | 7.30787 | 9.2770 | 5.14993 | 11.4349 | 8.29244 | -0.73244 |
| 13 | 7.83 | 0.312 | 6.42636 | 7.7392 | 4.02716 | 10.1384 | 7.08279 | 0.74721 |
| 14 | 8.02 | 0.304 | 6.33586 | 7.6671 | 3.94385 | 10.0591 | 7.00147 | 1.01853 |
| 15 | 8.06 | 0.370 | 6.94780 | 8.3969 | 4.60138 | 10.7434 | 7.67237 | 0.38763 |
| 16 | 8.18 | 0.381 | 7.02329 | 8.5451 | 4.70442 | 10.8639 | 7.78418 | 0.39582 |
| 17 | 9.08 | 0.430 | 7.30287 | 9.2617 | 5.14138 | 11.4232 | 8.28227 | 0.79773 |
| 18 | 9.15 | 0.430 | 7.30287 | 9.2617 | 5.14138 | 11.4232 | 8.28227 | 0.86773 |
| 19 | 9.35 | 0.213 | 5.07152 | 7.0814 | 2.92750 | 9.2254 | 6.07644 | 3.27356 |
| 20 | 9.42 | 0.508 | 7.64829 | 10.5020 | 5.76730 | 12.3830 | 9.07515 | 0.34485 |
| 21 | 9.95 | 0.411 | 7.20333 | 8.9749 | 4.97616 | 11.2021 | 8.08914 | 1.86086 |
The UNIVARIATE Procedure
Variable: resid
The Univariate Procedure
resid
Basic Measures of Location and Variability
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.000000 | Std Deviation | 1.38972 |
| Median | 0.344848 | Variance | 1.93133 |
| Mode | . | Range | 6.41644 |
| Interquartile Range | 1.47993 | ||
Tests For Normality
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.957292 | Pr < W | 0.4633 |
| Kolmogorov-Smirnov | D | 0.169755 | Pr > D | 0.1128 |
| Cramer-von Mises | W-Sq | 0.092397 | Pr > W-Sq | 0.1362 |
| Anderson-Darling | A-Sq | 0.503659 | Pr > A-Sq | 0.1904 |
Quantiles
| Quantiles (Definition 5) | |
|---|---|
| Level | Quantile |
| 100% Max | 3.273559 |
| 99% | 3.273559 |
| 95% | 1.860865 |
| 90% | 1.018533 |
| 75% Q3 | 0.747212 |
| 50% Median | 0.344848 |
| 25% Q1 | -0.732716 |
| 10% | -1.889043 |
| 5% | -1.964697 |
| 1% | -3.142881 |
| 0% Min | -3.142881 |
Extreme Values
| Extreme Values | |||
|---|---|---|---|
| Lowest | Highest | ||
| Order | Value | Order | Value |
| 1 | -3.142881 | 17 | 0.797727 |
| 2 | -1.964697 | 18 | 0.867727 |
| 3 | -1.889043 | 19 | 1.018533 |
| 4 | -1.032716 | 20 | 1.860865 |
| 5 | -0.836091 | 21 | 3.273559 |
The UNIVARIATE Procedure
Q-Q Plot 1
Panel 1
