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ADX Report for expansion real Today's date: 22FEB2002 Experiment creation date: 22FEB2002
Design Details Design Details Design Type Two-level Number of factors 3 Number of runs 16 Resolution Full Point replication Yes
Factors and Responses Factor Label Low Center High Response Label HUMEDAD HUMEDAD 15 16.5 18 EXP EXPANSION SUST SUSTITUCION 75 87.5 100 GRANULOM GRANULOMETRIA H 0 G
Confounding Rules No confounding rules
Design Points Coded Design Run Coded Factor Values Response Values Number HUMEDAD SUST GRANULOM EXP 1 -1 -1 -1 4.0847 2 -1 -1 -1 4.1643 3 1 -1 -1 2.3503 4 1 -1 -1 2.239 5 -1 1 -1 4.44 6 -1 1 -1 4.359 7 1 1 -1 4.12 8 1 1 -1 4.1007 9 -1 -1 1 4.2327 10 -1 -1 1 3.8953
11 12 13 14 15 16
1 1 -1 -1 1 1
-1 -1 1 1 1 1
1 1 1 1 1 1
3.963 3.9377 1.8097 1.8037 1.7607 1.8303
Uncoded Design Run Uncoded Factor Values Response Values Number HUMEDAD SUST GRANULOM EXP 1 15 75 H 4.0847 2 15 75 H 4.1643 3 18 75 H 2.3503 4 18 75 H 2.239 5 15 100 H 4.44 6 15 100 H 4.359 7 18 100 H 4.12 8 18 100 H 4.1007 9 15 75 G 4.2327 10 15 75 G 3.8953 11 18 75 G 3.963 12 18 75 G 3.9377 13 15 100 G 1.8097 14 15 100 G 1.8037 15 18 100 G 1.7607 16 18 100 G 1.8303
Fit Details Fit for EXP Check Assumptions Analysis for EXP Response Transformation Optimal transformation from Box-Cox plot Transformation recommended by ADX Transformation applied for analysis Response scaling shift
EXP**2 EXP EXP 0
Outlier Observations Run numbers deleted from analysis Influential Observations
None
Run numbers deleted from analysis
None
ANOVA for EXP Master Model D F
Source HUMEDAD
1
SUST
1
GRANULOM
1
HUMEDAD*SUST
1
HUMEDAD*GRANU LOM
1
SUST*GRANULOM
1
Model
6
Error
9
(Lack of fit)
1
(Pure Error)
8
Total
15
F
Predictive Model Pr > F
MS
1.2587 16 1.3472 83 2.7430 81 0.6749 85 0.9941 59 10.571 76
1.2587 16 1.3472 83 2.7430 81 0.6749 85 0.9941 59 10.571 76
17.589 99 0.5896 49 0.5171 41 0.0725 08 18.179 64
2.9316 44.746 17.589 2.9316 44.746 0.0001 6 0.0001 65 93 99 65 93 0.0655 0.5896 0.0655 9 17 49 17 0.5171 57.057 0.5171 0.5171 57.057 0.0001 1 0.0001 41 37 41 41 37 0.0090 0.0725 0.0090 8 64 08 64 18.179 15 64
19.212 0.0017 1 18 63 0.0014 20.564 1 17 41.868 0.0001 1 52 15 10.302 0.0106 1 52 63 15.174 0.0036 1 16 45 161.36 0.0001 1 02
Fit Statistics for EXP Master Model Predictive Model RMSE R-square Adjusted R-square Coefficient of Variation
D F
SS
0.255962 96.76% 94.59% 7.713896
Alias Structure for EXP Master Model Predictive Model No effects aliased. No effects aliased.
0.255962 96.76% 94.59% 7.713896
SS
MS
1.2587 16 1.3472 83 2.7430 81 0.6749 85 0.9941 59 10.571 76
1.2587 16 1.3472 83 2.7430 81 0.6749 85 0.9941 59 10.571 76
F
Pr > F
19.212 0.0017 18 63 0.0014 20.564 17 41.868 0.0001 52 15 10.302 0.0106 52 63 15.174 0.0036 16 45 161.36 0.0001 02
Predictive Model for EXP Coded Levels(-1,1) EXP = 3.318194 - 0.280481*HUMEDAD - 0.290181*SUST - 0.414056*GRANULOM + 0.205394*HUMEDAD*SUST + 0.249269*HUMEDAD*GRANULOM - 0.812856*SUST*GRANULOM Uncoded Levels EXP = 21.71609 - 1.311671*HUMEDAD - 0.138933*SUST + 5.067962*(GRANULOM='G') + 0.010954*HUMEDAD*SUST + 0.332358*HUMEDAD*(GRANULOM='G') - 0.130057*SUST*(GRANULOM='G')
Effects for EXP Master Model Estimat Term e HUMEDAD 0.56096 SUST 0.58036 GRANULOM 0.82811 0.41078 HUMEDAD*SUST 7 HUMEDAD*GRANUL 0.49853 OM 7 SUST*GRANULOM 1.62571
Predictive Model
Std Err
t
Pr > |t|
0.12798 1 0.12798 1 0.12798 1 0.12798 1 0.12798 1 0.12798 1
4.38317 4.53476 6.47059 3.20975 4 3.89540 2 12.7028
0.00176 3 0.00141 7 0.00011 5 0.01066 3 0.00364 5 0.0001
Estimat e 0.56096 0.58036 0.82811 0.41078 7 0.49853 7 1.62571
Optimization Details Desirability EXP D(EXP) D(EXP) D(EXP) Power Power
= 0 when EXP < 2.5 = 0.5 when EXP = 3.75 = 1 when EXP > 5 = 1 for lower half = 1 for upper half
Prediction Profile Settings
Std Err
t
Pr > |t|
0.12798 1 0.12798 1 0.12798 1 0.12798 1 0.12798 1 0.12798 1
4.38317 4.53476 6.47059 3.20975 4 3.89540 2 12.7028
0.00176 3 0.00141 7 0.00011 5 0.01066 3 0.00364 5 0.0001
Factor
Label
Optimal Setting
Response EXP
HUMEDAD HUMEDAD SUST SUSTITUCION GRANULOM GRANULOMETRIA
16.5 Desirability 87.5 H
Numerical Optimization Results HUMEDAD SUSTITUCION GRANULOMETRIA EXP 15 100 H 4.579281 15 93.75 H 4.420641 15.75 100 H 4.417103 15 87.5 H 4.262 16.5 100 H 4.254925 15 75 G 4.243781 15.75 93.75 H 4.207114 15.75 75 G 4.125478 15 81.25 H 4.103359 17.25 100 H 4.092747 16.5 75 G 4.007175 15.75 87.5 H 3.997125 16.5 93.75 H 3.993587 15 75 H 3.944719 18 100 H 3.930569 17.25 75 G 3.888872 15.75 81.25 H 3.787136 17.25 93.75 H 3.780061 18 75 G 3.770569 16.5 87.5 H 3.73225 15 81.25 G 3.589566 15.75 75 H 3.577147 18 93.75 H 3.566534 15.75 81.25 G 3.522611 16.5 81.25 H 3.470913
Label EXPANSION
Estimated Value 3.73225 49.29%
Design Details Design Details Design Type Two-level Number of factors 3 Number of runs 16 Resolution Full Point replication Yes
Factors and Responses Factor Label Low Center High Response Label HUMEDAD HUMEDAD 15 16.5 18 EXP EXPANSION SUST SUSTITUCION 75 87.5 100 GRANULOM GRANULOMETRIA H 0 G
Confounding Rules No confounding rules
Design Points Coded Design Run Coded Factor Values Response Values Number HUMEDAD SUST GRANULOM EXP 1 -1 -1 -1 4.0847 2 -1 -1 -1 4.1643 3 1 -1 -1 2.3503 4 1 -1 -1 2.239 5 -1 1 -1 4.44 6 -1 1 -1 4.359 7 1 1 -1 4.12 8 1 1 -1 4.1007 9 -1 -1 1 4.2327 10 -1 -1 1 3.8953
11 12 13 14 15 16
1 1 -1 -1 1 1
-1 -1 1 1 1 1
1 1 1 1 1 1
3.963 3.9377 1.8097 1.8037 1.7607 1.8303
Uncoded Design Run Uncoded Factor Values Response Values Number HUMEDAD SUST GRANULOM EXP 1 15 75 H 4.0847 2 15 75 H 4.1643 3 18 75 H 2.3503 4 18 75 H 2.239 5 15 100 H 4.44 6 15 100 H 4.359 7 18 100 H 4.12 8 18 100 H 4.1007 9 15 75 G 4.2327 10 15 75 G 3.8953 11 18 75 G 3.963 12 18 75 G 3.9377 13 15 100 G 1.8097 14 15 100 G 1.8037 15 18 100 G 1.7607 16 18 100 G 1.8303
Fit Details Fit for EXP Check Assumptions Analysis for EXP Response Transformation Optimal transformation from Box-Cox plot Transformation recommended by ADX Transformation applied for analysis Response scaling shift
EXP**2 EXP EXP 0
Outlier Observations Run numbers deleted from analysis Influential Observations
None
Run numbers deleted from analysis
None
ANOVA for EXP Master Model D F
Source HUMEDAD
1
SUST
1
GRANULOM
1
HUMEDAD*SUST
1
HUMEDAD*GRANU LOM
1
SUST*GRANULOM
1
Model
6
Error
9
(Lack of fit)
1
(Pure Error)
8
Total
15
F
Predictive Model Pr > F
MS
1.2587 16 1.3472 83 2.7430 81 0.6749 85 0.9941 59 10.571 76
1.2587 16 1.3472 83 2.7430 81 0.6749 85 0.9941 59 10.571 76
17.589 99 0.5896 49 0.5171 41 0.0725 08 18.179 64
2.9316 44.746 17.589 2.9316 44.746 0.0001 6 0.0001 65 93 99 65 93 0.0655 0.5896 0.0655 9 17 49 17 0.5171 57.057 0.5171 0.5171 57.057 0.0001 1 0.0001 41 37 41 41 37 0.0090 0.0725 0.0090 8 64 08 64 18.179 15 64
19.212 0.0017 1 18 63 0.0014 20.564 1 17 41.868 0.0001 1 52 15 10.302 0.0106 1 52 63 15.174 0.0036 1 16 45 161.36 0.0001 1 02
Fit Statistics for EXP Master Model Predictive Model RMSE R-square Adjusted R-square Coefficient of Variation
D F
SS
0.255962 96.76% 94.59% 7.713896
Alias Structure for EXP Master Model Predictive Model No effects aliased. No effects aliased.
0.255962 96.76% 94.59% 7.713896
SS
MS
1.2587 16 1.3472 83 2.7430 81 0.6749 85 0.9941 59 10.571 76
1.2587 16 1.3472 83 2.7430 81 0.6749 85 0.9941 59 10.571 76
F
Pr > F
19.212 0.0017 18 63 0.0014 20.564 17 41.868 0.0001 52 15 10.302 0.0106 52 63 15.174 0.0036 16 45 161.36 0.0001 02
Predictive Model for EXP Coded Levels(-1,1) EXP = 3.318194 - 0.280481*HUMEDAD - 0.290181*SUST - 0.414056*GRANULOM + 0.205394*HUMEDAD*SUST + 0.249269*HUMEDAD*GRANULOM - 0.812856*SUST*GRANULOM Uncoded Levels EXP = 21.71609 - 1.311671*HUMEDAD - 0.138933*SUST + 5.067962*(GRANULOM='G') + 0.010954*HUMEDAD*SUST + 0.332358*HUMEDAD*(GRANULOM='G') - 0.130057*SUST*(GRANULOM='G')
Effects for EXP Master Model Estimat Term e HUMEDAD 0.56096 SUST 0.58036 GRANULOM 0.82811 0.41078 HUMEDAD*SUST 7 HUMEDAD*GRANUL 0.49853 OM 7 SUST*GRANULOM 1.62571
Predictive Model
Std Err
t
Pr > |t|
0.12798 1 0.12798 1 0.12798 1 0.12798 1 0.12798 1 0.12798 1
4.38317 4.53476 6.47059 3.20975 4 3.89540 2 12.7028
0.00176 3 0.00141 7 0.00011 5 0.01066 3 0.00364 5 0.0001
Estimat e 0.56096 0.58036 0.82811 0.41078 7 0.49853 7 1.62571
Optimization Details Desirability EXP D(EXP) D(EXP) D(EXP) Power Power
= 0 when EXP < 2.5 = 0.5 when EXP = 3.75 = 1 when EXP > 5 = 1 for lower half = 1 for upper half
Prediction Profile Settings
Std Err
t
Pr > |t|
0.12798 1 0.12798 1 0.12798 1 0.12798 1 0.12798 1 0.12798 1
4.38317 4.53476 6.47059 3.20975 4 3.89540 2 12.7028
0.00176 3 0.00141 7 0.00011 5 0.01066 3 0.00364 5 0.0001
Factor
Label
Optimal Setting
Response EXP
HUMEDAD HUMEDAD SUST SUSTITUCION GRANULOM GRANULOMETRIA
16.5 Desirability 87.5 H
Numerical Optimization Results HUMEDAD SUSTITUCION GRANULOMETRIA EXP 15 100 H 4.579281 15 93.75 H 4.420641 15.75 100 H 4.417103 15 87.5 H 4.262 16.5 100 H 4.254925 15 75 G 4.243781 15.75 93.75 H 4.207114 15.75 75 G 4.125478 15 81.25 H 4.103359 17.25 100 H 4.092747 16.5 75 G 4.007175 15.75 87.5 H 3.997125 16.5 93.75 H 3.993587 15 75 H 3.944719 18 100 H 3.930569 17.25 75 G 3.888872 15.75 81.25 H 3.787136 17.25 93.75 H 3.780061 18 75 G 3.770569 16.5 87.5 H 3.73225 15 81.25 G 3.589566 15.75 75 H 3.577147 18 93.75 H 3.566534 15.75 81.25 G 3.522611 16.5 81.25 H 3.470913
Label EXPANSION
Estimated Value 3.73225 49.29%
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