# Lampiran 2. Fungsi dari masing-masing pernyataan yang digunakan dalam PROC MIXED

## Teks penuh

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### Lokasi Malangbong

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RESI3 Pe rc en t 10 5 0 -5 -10 99.9 99 95 90 80 70 60 50 40 30 20 10 5 1 0.1 Mean 0.026 6.344132E-16 StDev 2.713 N 105 KS 0.096 P-Value

Probability Plot of RESI 3

Normal

Obs er vat ion Or der

St a nd ar di ze d R es id u al 100 90 80 70 60 50 40 30 20 10 1 4 3 2 1 0 -1 -2 -3 -4

R es iduals Ver s us t he Or der of t he Data

(response is Y)

### Uji Kebebasan Galat Percobaan

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Fit t ed Value St an da rd iz ed R es id ua l 30 25 20 15 10 5 4 3 2 1 0 -1 -2 -3 -4

R esiduals Ver sus the Fitted Values

(response is Y) 0.6 0.5 0.4 0.3 0.2 0.1

95% Confidence Intervals for Sigmas

P-Value : 0.000 Test Statistic: 6.352 Levene's Test P-Value : 0.000 Test Statistic: 26.829 Bartlett's Test Factor Levels L5 L4 L3 L2 L1

### Lampiran 6. Hasil transformasi Box-Cox

5 4 3 2 1 0 -1 -2 -3 -4 -5 30 20 10 0 95% Confidence Interval S tD ev Lambda

Last Iteration Info

3,191 3,189 3,190 0,056 0,000 -0,056 StDev Lambda Up Est Low

### Box-Cox Plot for Y

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RESI4 Pe rc en t 0.8 0.6 0.4 0.2 0.0 -0.2 -0.4 -0.6 -0.8 99.9 99 95 90 80 70 60 50 40 30 20 10 5 1 0.1 Mean >0.150 -1.05736E-16 StDev 0.2281 N 105 KS 0.069 P-Value Pr obability Plot of R ES I 4 Normal

Obser vat ion Or der

St an da rd iz ed R es id ua l 100 90 80 70 60 50 40 30 20 10 1 4 3 2 1 0 -1 -2 -3 -4

R esiduals Ver sus the Or der of the Data

(response is log y) Fit t ed Value St an da rd iz ed R es id ua l 3.5 3.0 2.5 2.0 1.5 4 3 2 1 0 -1 -2 -3 -4

R esiduals Ver sus the Fitted Values

(response is log y)

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### asumsi ragam galat berbeda antar lokasi.

The Mixed Procedure Model Information

Data Set WORK.COBA Dependent Variable Y

Covariance Structure Variance Components Group Effect Lokasi

Estimation Method REML Residual Variance Method None Fixed Effects SE Method Model-Based Degrees of Freedom Method Satterthwaite

Class Level Information Class Levels Values

Lokasi 5 L1 L2 L3 L4 L5 Genotip 7 JPK1 JPK2 JPK3 JPK4 JPK5 JPK6 JPK7 r 3 1 2 3 Dimensions Covariance Parameters 5 Columns in X 63 Columns in Z 0 Subjects 105

Max Obs Per Subject 1

Observations Used 105

Observations Not Used 0

Total Observations 105 Iteration History

Iteration Evaluations -2 Res Log Like Criterion 0 1 375.47372103

1 1 354.34877593 0.00000000 Convergence criteria met.

Covariance Parameter Estimates Cov Parm Group Estimate Residual Lokasi L1 15.2653 Residual Lokasi L2 3.9500 Residual Lokasi L3 17.2358 Residual Lokasi L4 25.1252 Residual Lokasi L5 2.2287 Fit Statistics

Res Log Likelihood -177.2 Akaike's Information Criterion -182.2 Schwarz's Bayesian Criterion -188.8 -2 Res Log Likelihood 354.3

Null Model Likelihood Ratio Test DF Chi-Square Pr > ChiSq

4 21.12 0.0003 Type 3 Tests of Fixed Effects Num Den Effect DF DF F Value Pr > F Lokasi 4 24.3 39.50 <.0001 r(Lokasi) 10 12 1.92 0.1414 Genotip 6 41.3 0.82 0.5584 Lokasi*Genotip 24 24.3 3.30 0.0023 Contrasts Num Den Label DF DF F Value Pr > F L1 vs L2 1 17.8 66.00 <.0001 L1 dan L2 vs L3 1 18.6 41.39 <.0001

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### asumsi ragam galat berbeda antar grup hasil revisi.

The Mixed Procedure Model Information Data Set WORK.COBA Dependent Variable Y

Covariance Structure Variance Components Group Effect grup

Estimation Method REML Residual Variance Method None Fixed Effects SE Method Model-Based Degrees of Freedom Method Satterthwaite

Class Level Information Class Levels Values

Lokasi 5 L1 L2 L3 L4 L5 Genotip 7 JPK1 JPK2 JPK3 JPK4 JPK5 JPK6 JPK7 Ulangan 3 1 2 3 grup 3 1 2 3 Dimensions Covariance Parameters 3 Columns in X 63 Columns in Z 0 Subjects 105

Max Obs Per Subject 1

Observations Used 105

Observations Not Used 0

Total Observations 105 Iteration History

Iteration Evaluations -2 Res Log Like Criterion 0 1 375.47372103

1 1 355.36248870 0.00000000

Convergence criteria met. Covariance Parameter Estimates

Cov Parm Group Estimate Residual grup 1 16.2506 Residual grup 2 3.0893 Residual grup 3 25.1252

Fit Statistics

Res Log Likelihood -177.7 Akaike's Information Criterion -180.7 Schwarz's Bayesian Criterion -184.7 -2 Res Log Likelihood 355.4

Null Model Likelihood Ratio Test DF Chi-Square Pr > ChiSq 2 20.11 <.0001

Type 3 Tests of Fixed Effects Num Den Effect DF DF F Value Pr > F Lokasi 4 32.1 35.43 <.0001 Ulangan(Lokasi) 10 19.7 1.85 0.1168 Genotip 6 41.5 0.82 0.5583 Lokasi*Genotip 24 32.1 3.45 0.0006 Contrasts Num Den Label DF DF F Value Pr > F L1 vs L2 1 32.8 65.58 <.0001 L1 dan L2 vs L3 1 25.8 43.26 <.0001

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### Lampiran 10. Output Proc Mixed untuk menguji pengaruh lokasi dan genotipe hasil transformasi

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The Mixed Procedure Model Information

Data Set WORK.COBA Dependent Variable Y

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 Lokasi 5 A B C D E Genotip 7 JPK1 JPK2 JPK3 JPK4 JPK5 JPK6 JPK7 r 3 1 2 3 Dimensions Covariance Parameters 1 Columns in X 63 Columns in Z 0 Subjects 1

Max Obs Per Subject 105

Number of Observations Used 105 Number of Observations Not Used 0

Covariance Parameter Estimates Cov Parm Estimate Residual 0.01702

Fit Statistics

-2 Res Log Likelihood -21.7 AIC (smaller is better) -19.7 AICC (smaller is better) -19.7 BIC (smaller is better) -17.6

Type 3 Tests of Fixed Effects Num Den Effect DF DF F Value Pr > F Lokasi 4 60 28.64 <.0001 r(Lokasi) 10 60 2.12 0.0365 Genotip 6 60 1.27 0.2851 Lokasi*Genotip 24 60 1.91 0.0225

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