| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Data Listing |
| Obs | species | TypeName | Mass | Type | Expenditure | LExpend | LMass | TypeNON | TypeBIRD | MassNON | MassBird | LMassNON | LMassBird |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Pteropus gouldii | non-echolocating bats | 779.0 | 1 | 43.70 | 3.77735 | 6.65801 | 1 | 0 | 779 | 0.0 | 6.65801 | 0.00000 |
| 2 | Pteropus poliocephalus | non-echolocating bats | 628.0 | 1 | 34.80 | 3.54962 | 6.44254 | 1 | 0 | 628 | 0.0 | 6.44254 | 0.00000 |
| 3 | Hypsignathus monstrosus | non-echolocating bats | 258.0 | 1 | 23.30 | 3.14845 | 5.55296 | 1 | 0 | 258 | 0.0 | 5.55296 | 0.00000 |
| 4 | Eidolon helvum | non-echolocating bats | 315.0 | 1 | 22.40 | 3.10906 | 5.75257 | 1 | 0 | 315 | 0.0 | 5.75257 | 0.00000 |
| 5 | Meliphaga virescens | non-echolocating birds | 24.3 | 2 | 2.46 | 0.90016 | 3.19048 | 0 | 1 | 0 | 24.3 | 0.00000 | 3.19048 |
| 6 | Melipsittacus undulatus | non-echolocating birds | 35.0 | 2 | 3.93 | 1.36864 | 3.55535 | 0 | 1 | 0 | 35.0 | 0.00000 | 3.55535 |
| 7 | Sturnus vulgaris | non-echolocating birds | 72.8 | 2 | 9.15 | 2.21375 | 4.28772 | 0 | 1 | 0 | 72.8 | 0.00000 | 4.28772 |
| 8 | Falco spaverius | non-echolocating birds | 120.0 | 2 | 13.80 | 2.62467 | 4.78749 | 0 | 1 | 0 | 120.0 | 0.00000 | 4.78749 |
| 9 | Falco tinnunculus | non-echolocating birds | 213.0 | 2 | 14.60 | 2.68102 | 5.36129 | 0 | 1 | 0 | 213.0 | 0.00000 | 5.36129 |
| 10 | Corvus ossifragus | non-echolocating birds | 275.0 | 2 | 22.80 | 3.12676 | 5.61677 | 0 | 1 | 0 | 275.0 | 0.00000 | 5.61677 |
| 11 | Larus atricilla | non-echolocating birds | 370.0 | 2 | 26.20 | 3.26576 | 5.91350 | 0 | 1 | 0 | 370.0 | 0.00000 | 5.91350 |
| 12 | Columba livia | non-echolocating birds | 384.0 | 2 | 25.90 | 3.25424 | 5.95064 | 0 | 1 | 0 | 384.0 | 0.00000 | 5.95064 |
| 13 | Columba livia | non-echolocating birds | 442.0 | 2 | 29.50 | 3.38439 | 6.09131 | 0 | 1 | 0 | 442.0 | 0.00000 | 6.09131 |
| 14 | Columba livia | non-echolocating birds | 412.0 | 2 | 43.70 | 3.77735 | 6.02102 | 0 | 1 | 0 | 412.0 | 0.00000 | 6.02102 |
| 15 | Columba livia | non-echolocating birds | 330.0 | 2 | 34.00 | 3.52636 | 5.79909 | 0 | 1 | 0 | 330.0 | 0.00000 | 5.79909 |
| 16 | Corvus crytoleucos | non-echolocating birds | 480.0 | 2 | 27.80 | 3.32504 | 6.17379 | 0 | 1 | 0 | 480.0 | 0.00000 | 6.17379 |
| 17 | Phyllostomas hastatus | echolocating bats | 93.0 | 3 | 8.83 | 2.17816 | 4.53260 | 0 | 0 | 0 | 0.0 | 0.00000 | 0.00000 |
| 18 | Plecotus auritus | echolocating bats | 8.0 | 3 | 1.35 | 0.30010 | 2.07944 | 0 | 0 | 0 | 0.0 | 0.00000 | 0.00000 |
| 19 | Pipistrellus pipistrellus | echolocating bats | 6.7 | 3 | 1.12 | 0.11333 | 1.90211 | 0 | 0 | 0 | 0.0 | 0.00000 | 0.00000 |
| 20 | Plecotus auritus | echolocating bats | 7.7 | 3 | 1.02 | 0.01980 | 2.04122 | 0 | 0 | 0 | 0.0 | 0.00000 | 0.00000 |
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Plot of the raw data with type variable |
Plot of Expenditure*Mass. Symbol is value of Type.
Expenditure |
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0 100 200 300 400 500 600 700 800
Mass
NOTE: 2 obs hidden.
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| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Plot of the raw data with type variable |
Plot of LExpend*LMass. Symbol is value of Type.
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1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5 7.0
LMass
|
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Fit of Expenditure on indicator variables with REG |
| Number of Observations Read | 20 |
|---|---|
| Number of Observations Used | 20 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 5 | 3367.37636 | 673.47527 | 26.50 | <.0001 |
| Error | 14 | 355.73236 | 25.40945 | ||
| Corrected Total | 19 | 3723.10872 | |||
| Root MSE | 5.04078 | R-Square | 0.9045 |
|---|---|---|---|
| Dependent Mean | 19.51800 | Adj R-Sq | 0.8703 |
| Coeff Var | 25.82631 |
| Parameter Estimates | |||||||
|---|---|---|---|---|---|---|---|
| Variable | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| | 95% Confidence Limits | |
| Intercept | 1 | 0.49398 | 3.19470 | 0.15 | 0.8793 | -6.35796 | 7.34593 |
| Mass | 1 | 0.08964 | 0.06804 | 1.32 | 0.2089 | -0.05630 | 0.23558 |
| TypeNON | 1 | 10.73340 | 7.06170 | 1.52 | 0.1508 | -4.41244 | 25.87925 |
| TypeBIRD | 1 | 2.82276 | 4.26463 | 0.66 | 0.5188 | -6.32397 | 11.96949 |
| MassNON | 1 | -0.04959 | 0.06904 | -0.72 | 0.4844 | -0.19766 | 0.09848 |
| MassBird | 1 | -0.02186 | 0.06866 | -0.32 | 0.7549 | -0.16913 | 0.12541 |
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| residual plot with Type variable |
Plot of resid*Mass. Symbol is value of Type.
resid |
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---+------------+------------+------------+------------+------------+------------+------------+------------+--
0 100 200 300 400 500 600 700 800
Mass
NOTE: 2 obs hidden.
|
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| residual plot with Type variable |
| Moments | |||
|---|---|---|---|
| N | 20 | Sum Weights | 20 |
| Mean | 0 | Sum Observations | 0 |
| Std Deviation | 4.32697997 | Variance | 18.7227557 |
| Skewness | 1.33237673 | Kurtosis | 3.39626972 |
| Uncorrected SS | 355.732358 | Corrected SS | 355.732358 |
| Coeff Variation | . | Std Error Mean | 0.96754214 |
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.00000 | Std Deviation | 4.32698 |
| Median | -0.08219 | Variance | 18.72276 |
| Mode | . | Range | 20.50868 |
| Interquartile Range | 3.43666 | ||
| Tests for Location: Mu0=0 | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Student's t | t | 0 | Pr > |t| | 1.0000 |
| Sign | M | -1 | Pr >= |M| | 0.8238 |
| Signed Rank | S | -20 | Pr >= |S| | 0.4749 |
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.870782 | Pr < W | 0.0121 |
| Kolmogorov-Smirnov | D | 0.193724 | Pr > D | 0.0474 |
| Cramer-von Mises | W-Sq | 0.170174 | Pr > W-Sq | 0.0118 |
| Anderson-Darling | A-Sq | 1.023665 | Pr > A-Sq | 0.0087 |
| Quantiles (Definition 5) | |
|---|---|
| Quantile | Estimate |
| 100% Max | 12.4601054 |
| 99% | 12.4601054 |
| 95% | 10.3888658 |
| 90% | 5.3339637 |
| 75% Q3 | 1.0881443 |
| 50% Median | -0.0821877 |
| 25% Q1 | -2.3485125 |
| 10% | -3.6076693 |
| 5% | -5.9108521 |
| 1% | -8.0485704 |
| 0% Min | -8.0485704 |
| Extreme Observations | |||
|---|---|---|---|
| Lowest | Highest | ||
| Value | Obs | Value | Obs |
| -8.04857 | 16 | 1.27702 | 1 |
| -3.77313 | 13 | 1.74083 | 3 |
| -3.44220 | 12 | 2.35030 | 8 |
| -3.15274 | 9 | 8.31763 | 15 |
| -2.50367 | 5 | 12.46011 | 14 |
Stem Leaf # Boxplot Normal Probability Plot
1 2 1 * 12.5+ * ++
0 8 1 0 | ++*+++++++++
0 0011122 7 +--+--+ 2.5+ ++***+**+*+*
-0 4333222100 10 *-----* | * *+*+**+**** *
-0 8 1 0 -7.5+ ++++*+++++++
----+----+----+----+ +----+----+----+----+----+----+----+----+----+----+
Multiply Stem.Leaf by 10**+1 -2 -1 0 +1 +2
|
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Fit of LOG Expenditure on indicator variables with REG |
| Number of Observations Read | 20 |
|---|---|
| Number of Observations Used | 20 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 5 | 29.46993 | 5.89399 | 163.44 | <.0001 |
| Error | 14 | 0.50487 | 0.03606 | ||
| Corrected Total | 19 | 29.97480 | |||
| Root MSE | 0.18990 | R-Square | 0.9832 |
|---|---|---|---|
| Dependent Mean | 2.48220 | Adj R-Sq | 0.9771 |
| Coeff Var | 7.65047 |
| Parameter Estimates | |||||||
|---|---|---|---|---|---|---|---|
| Variable | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| | 95% Confidence Limits | |
| Intercept | 1 | -1.47052 | 0.24767 | -5.94 | <.0001 | -2.00172 | -0.93932 |
| LMass | 1 | 0.80466 | 0.08668 | 9.28 | <.0001 | 0.61874 | 0.99058 |
| TypeNON | 1 | 1.26807 | 1.28542 | 0.99 | 0.3406 | -1.48888 | 4.02502 |
| TypeBIRD | 1 | -0.11032 | 0.38474 | -0.29 | 0.7785 | -0.93551 | 0.71487 |
| LMassNON | 1 | -0.21487 | 0.22362 | -0.96 | 0.3529 | -0.69450 | 0.26475 |
| LMassBird | 1 | 0.03071 | 0.10283 | 0.30 | 0.7696 | -0.18984 | 0.25127 |
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Fit of LOG Expenditure on indicator variables with REG |
| Test Test_of_intercepts Results for Dependent Variable LExpend | ||||
|---|---|---|---|---|
| Source | DF | Mean Square |
F Value | Pr > F |
| Numerator | 2 | 0.02061 | 0.57 | 0.5773 |
| Denominator | 14 | 0.03606 | ||
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Fit of LOG Expenditure on indicator variables with REG |
| Test Test_of_slopes Results for Dependent Variable LExpend | ||||
|---|---|---|---|---|
| Source | DF | Mean Square |
F Value | Pr > F |
| Numerator | 2 | 0.02422 | 0.67 | 0.5265 |
| Denominator | 14 | 0.03606 | ||
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| residual plot with Type variable |
Plot of resid*Mass. Symbol is value of Type.
resid |
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---+------------+------------+------------+------------+------------+------------+------------+------------+--
0 100 200 300 400 500 600 700 800
Mass
|
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| residual plot with Type variable |
| Moments | |||
|---|---|---|---|
| N | 20 | Sum Weights | 20 |
| Mean | 0 | Sum Observations | 0 |
| Std Deviation | 0.1630092 | Variance | 0.026572 |
| Skewness | 0.43066631 | Kurtosis | -0.5728204 |
| Uncorrected SS | 0.504868 | Corrected SS | 0.504868 |
| Coeff Variation | . | Std Error Mean | 0.03644997 |
| Basic Statistical Measures | |||
|---|---|---|---|
| Location | Variability | ||
| Mean | 0.00000 | Std Deviation | 0.16301 |
| Median | -0.00954 | Variance | 0.02657 |
| Mode | . | Range | 0.57993 |
| Interquartile Range | 0.21621 | ||
| Tests for Location: Mu0=0 | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Student's t | t | 0 | Pr > |t| | 1.0000 |
| Sign | M | 0 | Pr >= |M| | 1.0000 |
| Signed Rank | S | -4 | Pr >= |S| | 0.8983 |
| Tests for Normality | ||||
|---|---|---|---|---|
| Test | Statistic | p Value | ||
| Shapiro-Wilk | W | 0.96598 | Pr < W | 0.6688 |
| Kolmogorov-Smirnov | D | 0.097033 | Pr > D | >0.1500 |
| Cramer-von Mises | W-Sq | 0.032292 | Pr > W-Sq | >0.2500 |
| Anderson-Darling | A-Sq | 0.236314 | Pr > A-Sq | >0.2500 |
| Quantiles (Definition 5) | |
|---|---|
| Quantile | Estimate |
| 100% Max | 0.32840161 |
| 99% | 0.32840161 |
| 95% | 0.29560498 |
| 90% | 0.23778465 |
| 75% Q3 | 0.08662378 |
| 50% Median | -0.00953647 |
| 25% Q1 | -0.12959051 |
| 10% | -0.20051764 |
| 5% | -0.23416453 |
| 1% | -0.25152395 |
| 0% Min | -0.25152395 |
| Extreme Observations | |||
|---|---|---|---|
| Lowest | Highest | ||
| Value | Obs | Value | Obs |
| -0.251524 | 16 | 0.0973826 | 18 |
| -0.216805 | 9 | 0.2061778 | 8 |
| -0.184230 | 5 | 0.2127610 | 7 |
| -0.152164 | 20 | 0.2628083 | 15 |
| -0.135909 | 12 | 0.3284016 | 14 |
Stem Leaf # Boxplot Normal Probability Plot
3 3 1 | 0.35+ *+++++
2 116 3 | | * * +*++++
1 0 1 | | ++++++
0 02558 5 +--+--+ 0.05+ +****+**
-0 9852 4 *-----* | ++****
-1 8542 4 +-----+ | +*+*+**
-2 52 2 | -0.25+ *++++*+
----+----+----+----+ +----+----+----+----+----+----+----+----+----+----+
Multiply Stem.Leaf by 10**-1 -2 -1 0 +1 +2
|
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Fit of LOG Expenditure on indicator variables with REG |
| Number of Observations Read | 20 |
|---|---|
| Number of Observations Used | 20 |
| Analysis of Variance | |||||
|---|---|---|---|---|---|
| Source | DF | Sum of Squares |
Mean Square |
F Value | Pr > F |
| Model | 3 | 29.42148 | 9.80716 | 283.59 | <.0001 |
| Error | 16 | 0.55332 | 0.03458 | ||
| Corrected Total | 19 | 29.97480 | |||
| Root MSE | 0.18596 | R-Square | 0.9815 |
|---|---|---|---|
| Dependent Mean | 2.48220 | Adj R-Sq | 0.9781 |
| Coeff Var | 7.49187 |
| Parameter Estimates | |||||||
|---|---|---|---|---|---|---|---|
| Variable | DF | Parameter Estimate |
Standard Error |
t Value | Pr > |t| | 95% Confidence Limits | |
| Intercept | 1 | -1.49770 | 0.14987 | -9.99 | <.0001 | -1.81540 | -1.17999 |
| LMass | 1 | 0.81496 | 0.04454 | 18.30 | <.0001 | 0.72053 | 0.90938 |
| TypeNON | 1 | -0.07866 | 0.20268 | -0.39 | 0.7030 | -0.50832 | 0.35100 |
| TypeBIRD | 1 | 0.02360 | 0.15760 | 0.15 | 0.8828 | -0.31050 | 0.35770 |
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Fit of LOG Expenditure on indicator variables with REG |
| Test Test_of_intercepts Results for Dependent Variable LExpend | ||||
|---|---|---|---|---|
| Source | DF | Mean Square |
F Value | Pr > F |
| Numerator | 2 | 0.01479 | 0.43 | 0.6593 |
| Denominator | 16 | 0.03458 | ||
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Fit of log Expenditure on indicator variables with GLM |
| Class Level Information | ||
|---|---|---|
| Class | Levels | Values |
| Type | 3 | 1 2 3 |
| Number of Observations Read | 20 |
|---|---|
| Number of Observations Used | 20 |
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Fit of log Expenditure on indicator variables with GLM |
| Source | DF | Sum of Squares | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| Model | 5 | 29.46993221 | 5.89398644 | 163.44 | <.0001 |
| Error | 14 | 0.50486800 | 0.03606200 | ||
| Corrected Total | 19 | 29.97480021 |
| R-Square | Coeff Var | Root MSE | LExpend Mean |
|---|---|---|---|
| 0.983157 | 7.650468 | 0.189900 | 2.482201 |
| Source | DF | Type I SS | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| LMass | 1 | 29.39190909 | 29.39190909 | 815.04 | <.0001 |
| Type | 2 | 0.02957359 | 0.01478680 | 0.41 | 0.6713 |
| LMass*Type | 2 | 0.04844954 | 0.02422477 | 0.67 | 0.5265 |
| Source | DF | Type III SS | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| LMass | 1 | 3.37875389 | 3.37875389 | 93.69 | <.0001 |
| Type | 2 | 0.04122472 | 0.02061236 | 0.57 | 0.5773 |
| LMass*Type | 2 | 0.04844954 | 0.02422477 | 0.67 | 0.5265 |
| Parameter | Estimate | Standard Error | t Value | Pr > |t| | |
|---|---|---|---|---|---|
| Intercept | -1.470515265 | B | 0.24767033 | -5.94 | <.0001 |
| LMass | 0.804657049 | B | 0.08668453 | 9.28 | <.0001 |
| Type 1 | 1.268067693 | B | 1.28542004 | 0.99 | 0.3406 |
| Type 2 | -0.110322504 | B | 0.38474216 | -0.29 | 0.7785 |
| Type 3 | 0.000000000 | B | . | . | . |
| LMass*Type 1 | -0.214874992 | B | 0.22362264 | -0.96 | 0.3529 |
| LMass*Type 2 | 0.030713281 | B | 0.10283304 | 0.30 | 0.7696 |
| LMass*Type 3 | 0.000000000 | B | . | . | . |
| The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable. |
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| residual plot with Type variable |
Plot of resid*Mass. Symbol is value of Type.
resid |
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---+------------+------------+------------+------------+------------+------------+------------+------------+--
0 100 200 300 400 500 600 700 800
Mass
|
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Analysis of Covariance with GLM |
| Class Level Information | ||
|---|---|---|
| Class | Levels | Values |
| Type | 3 | 1 2 3 |
| Number of Observations Read | 20 |
|---|---|
| Number of Observations Used | 20 |
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Analysis of Covariance with GLM |
| Source | DF | Sum of Squares | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| Model | 5 | 29.46993221 | 5.89398644 | 163.44 | <.0001 |
| Error | 14 | 0.50486800 | 0.03606200 | ||
| Corrected Total | 19 | 29.97480021 |
| R-Square | Coeff Var | Root MSE | LExpend Mean |
|---|---|---|---|
| 0.983157 | 7.650468 | 0.189900 | 2.482201 |
| Source | DF | Type I SS | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| LMass | 1 | 29.39190909 | 29.39190909 | 815.04 | <.0001 |
| Type | 2 | 0.02957359 | 0.01478680 | 0.41 | 0.6713 |
| LMass*Type | 2 | 0.04844954 | 0.02422477 | 0.67 | 0.5265 |
| Source | DF | Type III SS | Mean Square | F Value | Pr > F |
|---|---|---|---|---|---|
| LMass | 1 | 3.37875389 | 3.37875389 | 93.69 | <.0001 |
| Type | 2 | 0.04122472 | 0.02061236 | 0.57 | 0.5773 |
| LMass*Type | 2 | 0.04844954 | 0.02422477 | 0.67 | 0.5265 |
| Parameter | Estimate | Standard Error | t Value | Pr > |t| | |
|---|---|---|---|---|---|
| Intercept | -1.470515265 | B | 0.24767033 | -5.94 | <.0001 |
| LMass | 0.804657049 | B | 0.08668453 | 9.28 | <.0001 |
| Type 1 | 1.268067693 | B | 1.28542004 | 0.99 | 0.3406 |
| Type 2 | -0.110322504 | B | 0.38474216 | -0.29 | 0.7785 |
| Type 3 | 0.000000000 | B | . | . | . |
| LMass*Type 1 | -0.214874992 | B | 0.22362264 | -0.96 | 0.3529 |
| LMass*Type 2 | 0.030713281 | B | 0.10283304 | 0.30 | 0.7696 |
| LMass*Type 3 | 0.000000000 | B | . | . | . |
| The X'X matrix has been found to be singular, and a generalized inverse was used to solve the normal equations. Terms whose estimates are followed by the letter 'B' are not uniquely estimable. |
| Chapter 10 : Relationship of bat energy expenditure to mass and echolocation |
| Analysis of Covariance with MIXED |
| Model Information | |
|---|---|
| Data Set | WORK.BATDAT |
| Dependent Variable | LExpend |
| Covariance Structure | Diagonal |
| Estimation Method | REML |
| Residual Variance Method | Profile |
| Fixed Effects SE Method | Model-Based |
| Degrees of Freedom Method | Residual |
| Class Level Information | ||
|---|---|---|
| Class | Levels | Values |
| Type | 3 | 1 2 3 |
| Dimensions | |
|---|---|
| Covariance Parameters | 1 |
| Columns in X | 8 |
| Columns in Z | 0 |
| Subjects | 1 |
| Max Obs Per Subject | 20 |
| Number of Observations | |
|---|---|
| Number of Observations Read | 20 |
| Number of Observations Used | 20 |
| Number of Observations Not Used | 0 |
| Covariance Parameter Estimates | |
|---|---|
| Cov Parm | Estimate |
| Residual | 0.03606 |
| Fit Statistics | |
|---|---|
| -2 Res Log Likelihood | 2.3 |
| AIC (smaller is better) | 4.3 |
| AICC (smaller is better) | 4.7 |
| BIC (smaller is better) | 5.0 |
| Solution for Fixed Effects | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Effect | Type | Estimate | Standard Error | DF | t Value | Pr > |t| | Alpha | Lower | Upper |
| Intercept | -1.4705 | 0.2477 | 14 | -5.94 | <.0001 | 0.05 | -2.0017 | -0.9393 | |
| LMass | 0.8047 | 0.08668 | 14 | 9.28 | <.0001 | 0.05 | 0.6187 | 0.9906 | |
| Type | 1 | 1.2681 | 1.2854 | 14 | 0.99 | 0.3406 | 0.05 | -1.4889 | 4.0250 |
| Type | 2 | -0.1103 | 0.3847 | 14 | -0.29 | 0.7785 | 0.05 | -0.9355 | 0.7149 |
| Type | 3 | 0 | . | . | . | . | . | . | . |
| LMass*Type | 1 | -0.2149 | 0.2236 | 14 | -0.96 | 0.3529 | 0.05 | -0.6945 | 0.2647 |
| LMass*Type | 2 | 0.03071 | 0.1028 | 14 | 0.30 | 0.7696 | 0.05 | -0.1898 | 0.2513 |
| LMass*Type | 3 | 0 | . | . | . | . | . | . | . |
| Type 3 Tests of Fixed Effects | ||||
|---|---|---|---|---|
| Effect | Num DF | Den DF | F Value | Pr > F |
| LMass | 1 | 14 | 93.69 | <.0001 |
| Type | 2 | 14 | 0.57 | 0.5773 |
| LMass*Type | 2 | 14 | 0.67 | 0.5265 |