Statbean Data

Obs

Loc

Blk

Mulch

Ca_Trt

pH

Ca

Pct_Total

Trt_No

1

Central

1

0

0

5.58

765.60

5.00

1

2

Central

1

0

G1X

5.91

1072.40

5.93

2

3

Central

1

0

G2X

5.55

884.12

13.33

3

4

Central

1

0

L1X

6.07

976.68

7.86

4

5

Central

1

0

L2X

6.07

1030.77

12.86

5

6

Central

2

0

0

5.35

484.60

29.23

1

7

Central

2

0

G1X

5.55

700.23

22.50

2

8

Central

2

0

G2X

5.60

944.76

24.44

3

9

Central

2

0

L1X

6.27

1651.49

15.38

4

10

Central

2

0

L2X

5.97

1159.15

24.29

5

11

Central

3

0

0

5.34

352.00

28.70

1

12

Central

3

0

G1X

5.18

350.72

34.55

2

13

Central

3

0

G2X

5.93

1041.48

25.83

3

14

Central

3

0

L1X

5.55

554.01

22.61

4

15

Central

3

0

L2X

6.13

1397.84

18.33

5

16

Central

1

1

0

6.05

893.02

2.86

6

17

Central

1

1

G1X

5.81

930.89

4.29

7

18

Central

1

1

G2X

5.87

1203.35

9.29

8

19

Central

1

1

L1X

6.08

1084.53

6.67

9

20

Central

1

1

L2X

6.12

1450.82

9.29

10

21

Central

2

1

0

5.53

588.84

4.44

6

22

Central

2

1

G1X

5.69

823.82

3.20

7

23

Central

2

1

G2X

5.57

860.66

3.33

8

24

Central

2

1

L1X

5.70

863.89

5.22

9

25

Central

2

1

L2X

5.78

817.82

3.57

10

26

Central

3

1

0

5.47

646.86

3.75

6

27

Central

3

1

G1X

6.09

1521.40

4.76

7

28

Central

3

1

G2X

5.08

548.42

16.67

8

29

Central

3

1

L1X

6.08

1605.78

5.45

9

30

Central

3

1

L2X

6.29

1496.16

7.83

10

31

East

1

0

0

3.85

71.60

0.77

1

32

East

1

0

G1X

3.93

84.91

2.14

2

33

East

1

0

G2X

3.88

51.68

0.00

3

34

East

1

0

L1X

4.12

94.65

0.74

4

35

East

1

0

L2X

4.44

294.23

2.96

5

36

East

2

0

0

4.21

153.28

35.71

1

37

East

2

0

G1X

4.08

225.59

16.43

2

38

East

2

0

G2X

4.18

242.52

6.40

3

39

East

2

0

L1X

4.43

360.12

38.57

4

40

East

2

0

L2X

4.76

465.04

47.86

5

41

East

3

0

0

3.98

33.20

0.00

1

42

East

3

0

G1X

4.09

79.35

0.00

2

43

East

3

0

G2X

3.99

101.72

0.00

3

44

East

3

0

L1X

3.92

22.76

2.22

4

45

East

3

0

L2X

4.12

83.37

1.60

5

46

East

1

1

0

4.03

12.30

0.00

6

47

East

1

1

G1X

3.97

45.73

0.00

7

48

East

1

1

G2X

3.92

97.57

0.00

8

49

East

1

1

L1X

4.06

35.53

1.48

9

50

East

1

1

L2X

4.12

56.58

1.60

10

51

East

2

1

0

4.33

187.61

15.00

6

52

East

2

1

G1X

4.21

305.43

11.43

7

53

East

2

1

G2X

4.13

375.16

17.14

8

54

East

2

1

L1X

4.67

416.73

22.86

9

55

East

2

1

L2X

4.76

450.00

25.00

10

56

East

3

1

0

3.95

9.77

0.00

6

57

East

3

1

G1X

3.91

173.93

0.00

7

58

East

3

1

G2X

3.75

402.16

1.60

8

59

East

3

1

L1X

4.21

123.31

0.69

9

60

East

3

1

L2X

4.14

210.88

1.48

10

61

West

1

0

0

5.89

1152.14

17.14

1

62

West

1

0

G1X

6.16

1730.58

10.71

2

63

West

1

0

G2X

5.66

1269.25

7.86

3

64

West

1

0

L1X

6.63

2309.69

25.00

4

65

West

1

0

L2X

6.52

1764.91

21.43

5

66

West

2

0

0

7.10

2673.20

28.89

1

67

West

2

0

G1X

6.89

2127.68

49.29

2

68

West

2

0

G2X

7.12

2806.58

40.83

3

69

West

2

0

L1X

7.24

2414.20

46.43

4

70

West

2

0

L2X

7.31

3146.43

23.57

5

71

West

3

0

0

6.76

2116.01

28.15

1

72

West

3

0

G1X

6.74

2522.88

22.96

2

73

West

3

0

G2X

6.77

1868.22

32.59

3

74

West

3

0

L1X

6.94

2513.69

30.37

4

75

West

3

0

L2X

6.97

2452.25

24.35

5

76

West

1

1

0

6.48

1799.35

21.54

6

77

West

1

1

G1X

6.42

1593.13

13.33

7

78

West

1

1

G2X

5.76

1171.70

14.62

8

79

West

1

1

L1X

6.58

2200.38

38.46

9

80

West

1

1

L2X

6.84

2782.86

24.00

10

81

West

2

1

0

7.02

2211.68

27.86

6

82

West

2

1

G1X

7.10

2497.60

51.43

7

83

West

2

1

G2X

7.15

2718.43

58.57

8

84

West

2

1

L1X

7.25

2562.13

61.43

9

85

West

2

1

L2X

7.28

2625.38

37.14

10

86

West

3

1

0

6.92

1977.07

40.00

6

87

West

3

1

G1X

6.67

1532.19

38.40

7

88

West

3

1

G2X

6.58

1954.00

19.05

8

89

West

3

1

L1X

6.93

2139.15

30.00

9

90

West

3

1

L2X

7.03

2470.40

41.60

10

Mixed pH ANOVA by
location

The Mixed Procedure

Loc=Central

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

pH

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

0.044853

0.044853

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

0.65

0.4299

Ca_Trt

4

1.196980

0.299245

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

4.35

0.0123

Mulch*Ca_Trt

4

0.259447

0.064862

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

0.94

0.4618

Blk

2

0.276927

0.138463

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

2.01

0.1625

Residual

18

1.237940

0.068774

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

0.006969

Residual

0.06877

Fit
Statistics

-2 Res Log Likelihood

15.6

AIC (smaller is better)

19.6

AICC (smaller is better)

20.3

BIC (smaller is better)

17.8

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

0.65

0.4299

Ca_Trt

4

18

4.35

0.0123

Mulch*Ca_Trt

4

18

0.94

0.4618

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

5.7367

0.08311

18

69.02

<.0001

Mulch

1

5.8140

0.08311

18

69.95

<.0001

Ca_Trt

0

5.5533

0.1174

18

47.30

<.0001

Ca_Trt

G1X

5.7050

0.1174

18

48.59

<.0001

Ca_Trt

G2X

5.6000

0.1174

18

47.70

<.0001

Ca_Trt

L1X

5.9583

0.1174

18

50.75

<.0001

Ca_Trt

L2X

6.0600

0.1174

18

51.61

<.0001

Mulch*Ca_Trt

0

0

5.4233

0.1589

18

34.13

<.0001

Mulch*Ca_Trt

G1X

0

5.5467

0.1589

18

34.91

<.0001

Mulch*Ca_Trt

G2X

0

5.6933

0.1589

18

35.83

<.0001

Mulch*Ca_Trt

L1X

0

5.9633

0.1589

18

37.53

<.0001

Mulch*Ca_Trt

L2X

0

6.0567

0.1589

18

38.12

<.0001

Mulch*Ca_Trt

0

1

5.6833

0.1589

18

35.77

<.0001

Mulch*Ca_Trt

G1X

1

5.8633

0.1589

18

36.90

<.0001

Mulch*Ca_Trt

G2X

1

5.5067

0.1589

18

34.66

<.0001

Mulch*Ca_Trt

L1X

1

5.9533

0.1589

18

37.47

<.0001

Mulch*Ca_Trt

L2X

1

6.0633

0.1589

18

38.16

<.0001

Mixed pH ANOVA by
location

The Mixed Procedure

Loc=East

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

pH

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

0.001080

0.001080

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

0.07

0.7960

Ca_Trt

4

0.702813

0.175703

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

11.20

<.0001

Mulch*Ca_Trt

4

0.073320

0.018330

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

1.17

0.3577

Blk

2

0.853040

0.426520

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

27.18

<.0001

Residual

18

0.282427

0.015690

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

0.04108

Residual

0.01569

Fit
Statistics

-2 Res Log Likelihood

-8.7

AIC (smaller is better)

-4.7

AICC (smaller is better)

-4.0

BIC (smaller is better)

-6.5

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

0.07

0.7960

Ca_Trt

4

18

11.20

<.0001

Mulch*Ca_Trt

4

18

1.17

0.3577

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

4.1320

0.1214

18

34.03

<.0001

Mulch

1

4.1440

0.1214

18

34.13

<.0001

Ca_Trt

0

4.0583

0.1277

18

31.78

<.0001

Ca_Trt

G1X

4.0317

0.1277

18

31.57

<.0001

Ca_Trt

G2X

3.9750

0.1277

18

31.13

<.0001

Ca_Trt

L1X

4.2350

0.1277

18

33.16

<.0001

Ca_Trt

L2X

4.3900

0.1277

18

34.38

<.0001

Mulch*Ca_Trt

0

0

4.0133

0.1376

18

29.17

<.0001

Mulch*Ca_Trt

G1X

0

4.0333

0.1376

18

29.32

<.0001

Mulch*Ca_Trt

G2X

0

4.0167

0.1376

18

29.20

<.0001

Mulch*Ca_Trt

L1X

0

4.1567

0.1376

18

30.22

<.0001

Mulch*Ca_Trt

L2X

0

4.4400

0.1376

18

32.28

<.0001

Mulch*Ca_Trt

0

1

4.1033

0.1376

18

29.83

<.0001

Mulch*Ca_Trt

G1X

1

4.0300

0.1376

18

29.29

<.0001

Mulch*Ca_Trt

G2X

1

3.9333

0.1376

18

28.59

<.0001

Mulch*Ca_Trt

L1X

1

4.3133

0.1376

18

31.35

<.0001

Mulch*Ca_Trt

L2X

1

4.3400

0.1376

18

31.55

<.0001

Mixed pH ANOVA by
location

The Mixed Procedure

Loc=West

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

pH

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

0.057203

0.057203

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

1.42

0.2494

Ca_Trt

4

0.958247

0.239562

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

5.93

0.0032

Mulch*Ca_Trt

4

0.065713

0.016428

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

0.41

0.8013

Blk

2

3.711660

1.855830

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

45.96

<.0001

Residual

18

0.726807

0.040378

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

0.1815

Residual

0.04038

Fit
Statistics

-2 Res Log Likelihood

11.2

AIC (smaller is better)

15.2

AICC (smaller is better)

15.9

BIC (smaller is better)

13.4

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

1.42

0.2494

Ca_Trt

4

18

5.93

0.0032

Mulch*Ca_Trt

4

18

0.41

0.8013

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

6.7133

0.2514

18

26.70

<.0001

Mulch

1

6.8007

0.2514

18

27.05

<.0001

Ca_Trt

0

6.6950

0.2593

18

25.82

<.0001

Ca_Trt

G1X

6.6633

0.2593

18

25.70

<.0001

Ca_Trt

G2X

6.5067

0.2593

18

25.09

<.0001

Ca_Trt

L1X

6.9283

0.2593

18

26.72

<.0001

Ca_Trt

L2X

6.9917

0.2593

18

26.96

<.0001

Mulch*Ca_Trt

0

0

6.5833

0.2720

18

24.20

<.0001

Mulch*Ca_Trt

G1X

0

6.5967

0.2720

18

24.25

<.0001

Mulch*Ca_Trt

G2X

0

6.5167

0.2720

18

23.96

<.0001

Mulch*Ca_Trt

L1X

0

6.9367

0.2720

18

25.50

<.0001

Mulch*Ca_Trt

L2X

0

6.9333

0.2720

18

25.49

<.0001

Mulch*Ca_Trt

0

1

6.8067

0.2720

18

25.03

<.0001

Mulch*Ca_Trt

G1X

1

6.7300

0.2720

18

24.74

<.0001

Mulch*Ca_Trt

G2X

1

6.4967

0.2720

18

23.89

<.0001

Mulch*Ca_Trt

L1X

1

6.9200

0.2720

18

25.44

<.0001

Mulch*Ca_Trt

L2X

1

7.0500

0.2720

18

25.92

<.0001

Mixed pH ANOVA combined
locations

The Mixed Procedure

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

pH

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Loc

3

Central East West

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

72

Columns in Z

9

Subjects

1

Max Obs Per Subject

90

Number of
Observations

Number of Observations Read

90

Number of Observations Used

90

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Loc

2

105.036909

52.518454

Var(Residual) + 10 Var(Blk(Loc)) +
Q(Loc,Loc*Mulch,Loc*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Blk(Loc))

6

65.08

<.0001

Mulch

1

0.078028

0.078028

Var(Residual) +
Q(Mulch,Loc*Mulch,Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

1.88

0.1766

Loc*Mulch

2

0.025109

0.012554

Var(Residual) + Q(Loc*Mulch,Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.30

0.7408

Ca_Trt

4

2.701038

0.675259

Var(Residual) +
Q(Ca_Trt,Loc*Ca_Trt,Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

16.23

<.0001

Loc*Ca_Trt

8

0.157002

0.019625

Var(Residual) + Q(Loc*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.47

0.8708

Mulch*Ca_Trt

4

0.236856

0.059214

Var(Residual) + Q(Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

1.42

0.2389

Loc*Mulch*Ca_Trt

8

0.161624

0.020203

Var(Residual) + Q(Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.49

0.8612

Blk(Loc)

6

4.841627

0.806938

Var(Residual) + 10 Var(Blk(Loc))

MS(Residual)

54

19.39

<.0001

Residual

54

2.247173

0.041614

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk(Loc)

0.07653

Residual

0.04161

Fit
Statistics

-2 Res Log Likelihood

30.3

AIC (smaller is better)

34.3

AICC (smaller is better)

34.5

BIC (smaller is better)

34.7

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Loc

2

6

65.08

<.0001

Mulch

1

54

1.88

0.1766

Loc*Mulch

2

54

0.30

0.7408

Ca_Trt

4

54

16.23

<.0001

Loc*Ca_Trt

8

54

0.47

0.8708

Mulch*Ca_Trt

4

54

1.42

0.2389

Loc*Mulch*Ca_Trt

8

54

0.49

0.8612

Least Squares Means

Effect

Loc

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Loc

Central

5.7753

0.1640

6

35.21

<.0001

Loc

East

4.1380

0.1640

6

25.23

<.0001

Loc

West

6.7570

0.1640

6

41.20

<.0001

Mulch

0

5.5273

0.09710

54

56.92

<.0001

Mulch

1

5.5862

0.09710

54

57.53

<.0001

Loc*Mulch

Central

0

5.7367

0.1682

54

34.11

<.0001

Loc*Mulch

Central

1

5.8140

0.1682

54

34.57

<.0001

Loc*Mulch

East

0

4.1320

0.1682

54

24.57

<.0001

Loc*Mulch

East

1

4.1440

0.1682

54

24.64

<.0001

Loc*Mulch

West

0

6.7133

0.1682

54

39.92

<.0001

Loc*Mulch

West

1

6.8007

0.1682

54

40.44

<.0001

Ca_Trt

0

5.4356

0.1040

54

52.27

<.0001

Ca_Trt

G1X

5.4667

0.1040

54

52.57

<.0001

Ca_Trt

G2X

5.3606

0.1040

54

51.54

<.0001

Ca_Trt

L1X

5.7072

0.1040

54

54.88

<.0001

Ca_Trt

L2X

5.8139

0.1040

54

55.90

<.0001

Loc*Ca_Trt

Central

0

5.5533

0.1801

54

30.83

<.0001

Loc*Ca_Trt

Central

G1X

5.7050

0.1801

54

31.67

<.0001

Loc*Ca_Trt

Central

G2X

5.6000

0.1801

54

31.09

<.0001

Loc*Ca_Trt

Central

L1X

5.9583

0.1801

54

33.08

<.0001

Loc*Ca_Trt

Central

L2X

6.0600

0.1801

54

33.64

<.0001

Loc*Ca_Trt

East

0

4.0583

0.1801

54

22.53

<.0001

Loc*Ca_Trt

East

G1X

4.0317

0.1801

54

22.38

<.0001

Loc*Ca_Trt

East

G2X

3.9750

0.1801

54

22.07

<.0001

Loc*Ca_Trt

East

L1X

4.2350

0.1801

54

23.51

<.0001

Loc*Ca_Trt

East

L2X

4.3900

0.1801

54

24.37

<.0001

Loc*Ca_Trt

West

0

6.6950

0.1801

54

37.17

<.0001

Loc*Ca_Trt

West

G1X

6.6633

0.1801

54

36.99

<.0001

Loc*Ca_Trt

West

G2X

6.5067

0.1801

54

36.12

<.0001

Loc*Ca_Trt

West

L1X

6.9283

0.1801

54

38.46

<.0001

Loc*Ca_Trt

West

L2X

6.9917

0.1801

54

38.81

<.0001

Mulch*Ca_Trt

0

0

5.3400

0.1146

54

46.61

<.0001

Mulch*Ca_Trt

G1X

0

5.3922

0.1146

54

47.06

<.0001

Mulch*Ca_Trt

G2X

0

5.4089

0.1146

54

47.21

<.0001

Mulch*Ca_Trt

L1X

0

5.6856

0.1146

54

49.62

<.0001

Mulch*Ca_Trt

L2X

0

5.8100

0.1146

54

50.71

<.0001

Mulch*Ca_Trt

0

1

5.5311

0.1146

54

48.28

<.0001

Mulch*Ca_Trt

G1X

1

5.5411

0.1146

54

48.36

<.0001

Mulch*Ca_Trt

G2X

1

5.3122

0.1146

54

46.36

<.0001

Mulch*Ca_Trt

L1X

1

5.7289

0.1146

54

50.00

<.0001

Mulch*Ca_Trt

L2X

1

5.8178

0.1146

54

50.78

<.0001

Loc*Mulch*Ca_Trt

Central

0

0

5.4233

0.1984

54

27.33

<.0001

Loc*Mulch*Ca_Trt

Central

G1X

0

5.5467

0.1984

54

27.95

<.0001

Loc*Mulch*Ca_Trt

Central

G2X

0

5.6933

0.1984

54

28.69

<.0001

Loc*Mulch*Ca_Trt

Central

L1X

0

5.9633

0.1984

54

30.05

<.0001

Loc*Mulch*Ca_Trt

Central

L2X

0

6.0567

0.1984

54

30.52

<.0001

Loc*Mulch*Ca_Trt

Central

0

1

5.6833

0.1984

54

28.64

<.0001

Loc*Mulch*Ca_Trt

Central

G1X

1

5.8633

0.1984

54

29.55

<.0001

Loc*Mulch*Ca_Trt

Central

G2X

1

5.5067

0.1984

54

27.75

<.0001

Loc*Mulch*Ca_Trt

Central

L1X

1

5.9533

0.1984

54

30.00

<.0001

Loc*Mulch*Ca_Trt

Central

L2X

1

6.0633

0.1984

54

30.55

<.0001

Loc*Mulch*Ca_Trt

East

0

0

4.0133

0.1984

54

20.22

<.0001

Loc*Mulch*Ca_Trt

East

G1X

0

4.0333

0.1984

54

20.32

<.0001

Loc*Mulch*Ca_Trt

East

G2X

0

4.0167

0.1984

54

20.24

<.0001

Loc*Mulch*Ca_Trt

East

L1X

0

4.1567

0.1984

54

20.95

<.0001

Loc*Mulch*Ca_Trt

East

L2X

0

4.4400

0.1984

54

22.37

<.0001

Loc*Mulch*Ca_Trt

East

0

1

4.1033

0.1984

54

20.68

<.0001

Loc*Mulch*Ca_Trt

East

G1X

1

4.0300

0.1984

54

20.31

<.0001

Loc*Mulch*Ca_Trt

East

G2X

1

3.9333

0.1984

54

19.82

<.0001

Loc*Mulch*Ca_Trt

East

L1X

1

4.3133

0.1984

54

21.74

<.0001

Loc*Mulch*Ca_Trt

East

L2X

1

4.3400

0.1984

54

21.87

<.0001

Loc*Mulch*Ca_Trt

West

0

0

6.5833

0.1984

54

33.17

<.0001

Loc*Mulch*Ca_Trt

West

G1X

0

6.5967

0.1984

54

33.24

<.0001

Loc*Mulch*Ca_Trt

West

G2X

0

6.5167

0.1984

54

32.84

<.0001

Loc*Mulch*Ca_Trt

West

L1X

0

6.9367

0.1984

54

34.95

<.0001

Loc*Mulch*Ca_Trt

West

L2X

0

6.9333

0.1984

54

34.94

<.0001

Loc*Mulch*Ca_Trt

West

0

1

6.8067

0.1984

54

34.30

<.0001

Loc*Mulch*Ca_Trt

West

G1X

1

6.7300

0.1984

54

33.91

<.0001

Loc*Mulch*Ca_Trt

West

G2X

1

6.4967

0.1984

54

32.74

<.0001

Loc*Mulch*Ca_Trt

West

L1X

1

6.9200

0.1984

54

34.87

<.0001

Loc*Mulch*Ca_Trt

West

L2X

1

7.0500

0.1984

54

35.53

<.0001

Mixed Calcium ANOVA by
location

The Mixed Procedure

Loc=Central

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

Ca

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

129418

129418

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

1.12

0.3032

Ca_Trt

4

1301933

325483

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

2.83

0.0557

Mulch*Ca_Trt

4

177643

44411

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

0.39

0.8161

Blk

2

97983

48992

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

0.43

0.6600

Residual

18

2073468

115193

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

-6620.09

Residual

115193

Fit
Statistics

-2 Res Log Likelihood

299.1

AIC (smaller is better)

303.1

AICC (smaller is better)

303.8

BIC (smaller is better)

301.3

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

1.12

0.3032

Ca_Trt

4

18

2.83

0.0557

Mulch*Ca_Trt

4

18

0.39

0.8161

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

891.06

73.9785

18

12.04

<.0001

Mulch

1

1022.42

73.9785

18

13.82

<.0001

Ca_Trt

0

621.82

130.35

18

4.77

0.0002

Ca_Trt

G1X

899.91

130.35

18

6.90

<.0001

Ca_Trt

G2X

913.80

130.35

18

7.01

<.0001

Ca_Trt

L1X

1122.73

130.35

18

8.61

<.0001

Ca_Trt

L2X

1225.43

130.35

18

9.40

<.0001

Mulch*Ca_Trt

0

0

534.07

190.24

18

2.81

0.0117

Mulch*Ca_Trt

G1X

0

707.78

190.24

18

3.72

0.0016

Mulch*Ca_Trt

G2X

0

956.79

190.24

18

5.03

<.0001

Mulch*Ca_Trt

L1X

0

1060.72

190.24

18

5.58

<.0001

Mulch*Ca_Trt

L2X

0

1195.92

190.24

18

6.29

<.0001

Mulch*Ca_Trt

0

1

709.57

190.24

18

3.73

0.0015

Mulch*Ca_Trt

G1X

1

1092.04

190.24

18

5.74

<.0001

Mulch*Ca_Trt

G2X

1

870.81

190.24

18

4.58

0.0002

Mulch*Ca_Trt

L1X

1

1184.73

190.24

18

6.23

<.0001

Mulch*Ca_Trt

L2X

1

1254.93

190.24

18

6.60

<.0001

Mixed Calcium ANOVA by
location

The Mixed Procedure

Loc=East

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

Ca

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

9672.696328

9672.696328

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

1.30

0.2692

Ca_Trt

4

111028

27757

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

3.73

0.0222

Mulch*Ca_Trt

4

36216

9053.913798

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

1.22

0.3383

Blk

2

312811

156406

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

21.02

<.0001

Residual

18

133944

7441.352608

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

14896

Residual

7441.35

Fit
Statistics

-2 Res Log Likelihood

252.1

AIC (smaller is better)

256.1

AICC (smaller is better)

256.8

BIC (smaller is better)

254.3

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

1.30

0.2692

Ca_Trt

4

18

3.73

0.0222

Mulch*Ca_Trt

4

18

1.22

0.3383

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

157.60

73.9024

18

2.13

0.0470

Mulch

1

193.51

73.9024

18

2.62

0.0174

Ca_Trt

0

77.9581

78.7763

18

0.99

0.3355

Ca_Trt

G1X

152.49

78.7763

18

1.94

0.0688

Ca_Trt

G2X

211.80

78.7763

18

2.69

0.0150

Ca_Trt

L1X

175.52

78.7763

18

2.23

0.0389

Ca_Trt

L2X

260.02

78.7763

18

3.30

0.0040

Mulch*Ca_Trt

0

0

86.0250

86.2898

18

1.00

0.3320

Mulch*Ca_Trt

G1X

0

129.95

86.2898

18

1.51

0.1494

Mulch*Ca_Trt

G2X

0

131.97

86.2898

18

1.53

0.1435

Mulch*Ca_Trt

L1X

0

159.18

86.2898

18

1.84

0.0816

Mulch*Ca_Trt

L2X

0

280.88

86.2898

18

3.26

0.0044

Mulch*Ca_Trt

0

1

69.8911

86.2898

18

0.81

0.4285

Mulch*Ca_Trt

G1X

1

175.03

86.2898

18

2.03

0.0576

Mulch*Ca_Trt

G2X

1

291.63

86.2898

18

3.38

0.0033

Mulch*Ca_Trt

L1X

1

191.86

86.2898

18

2.22

0.0392

Mulch*Ca_Trt

L2X

1

239.15

86.2898

18

2.77

0.0126

Mixed Calcium ANOVA by
location

The Mixed Procedure

Loc=West

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

Ca

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

13325

13325

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

0.10

0.7595

Ca_Trt

4

1654968

413742

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

3.00

0.0464

Mulch*Ca_Trt

4

147545

36886

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

0.27

0.8951

Blk

2

3211081

1605541

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

11.64

0.0006

Residual

18

2482894

137939

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

146760

Residual

137939

Fit
Statistics

-2 Res Log Likelihood

309.3

AIC (smaller is better)

313.3

AICC (smaller is better)

314.0

BIC (smaller is better)

311.5

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

0.10

0.7595

Ca_Trt

4

18

3.00

0.0464

Mulch*Ca_Trt

4

18

0.27

0.8951

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

2191.18

241.07

18

9.09

<.0001

Mulch

1

2149.03

241.07

18

8.91

<.0001

Ca_Trt

0

1988.24

268.16

18

7.41

<.0001

Ca_Trt

G1X

2000.68

268.16

18

7.46

<.0001

Ca_Trt

G2X

1964.70

268.16

18

7.33

<.0001

Ca_Trt

L1X

2356.54

268.16

18

8.79

<.0001

Ca_Trt

L2X

2540.37

268.16

18

9.47

<.0001

Mulch*Ca_Trt

0

0

1980.45

308.06

18

6.43

<.0001

Mulch*Ca_Trt

G1X

0

2127.05

308.06

18

6.90

<.0001

Mulch*Ca_Trt

G2X

0

1981.35

308.06

18

6.43

<.0001

Mulch*Ca_Trt

L1X

0

2412.53

308.06

18

7.83

<.0001

Mulch*Ca_Trt

L2X

0

2454.53

308.06

18

7.97

<.0001

Mulch*Ca_Trt

0

1

1996.03

308.06

18

6.48

<.0001

Mulch*Ca_Trt

G1X

1

1874.31

308.06

18

6.08

<.0001

Mulch*Ca_Trt

G2X

1

1948.05

308.06

18

6.32

<.0001

Mulch*Ca_Trt

L1X

1

2300.56

308.06

18

7.47

<.0001

Mulch*Ca_Trt

L2X

1

2626.22

308.06

18

8.53

<.0001

Mixed Calcium ANOVA combined
locations

The Mixed Procedure

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

Ca

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Loc

3

Central East West

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

72

Columns in Z

9

Subjects

1

Max Obs Per Subject

90

Number of
Observations

Number of Observations Read

90

Number of Observations Used

90

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Loc

2

60607326

30303663

Var(Residual) + 10 Var(Blk(Loc)) +
Q(Loc,Loc*Mulch,Loc*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Blk(Loc))

6

50.20

0.0002

Mulch

1

39140

39140

Var(Residual) +
Q(Mulch,Loc*Mulch,Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.45

0.5049

Loc*Mulch

2

113276

56638

Var(Residual) + Q(Loc*Mulch,Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.65

0.5250

Ca_Trt

4

2264234

566059

Var(Residual) +
Q(Ca_Trt,Loc*Ca_Trt,Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

6.52

0.0002

Loc*Ca_Trt

8

803694

100462

Var(Residual) + Q(Loc*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

1.16

0.3421

Mulch*Ca_Trt

4

11429

2857.258660

Var(Residual) + Q(Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.03

0.9979

Loc*Mulch*Ca_Trt

8

349975

43747

Var(Residual) + Q(Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.50

0.8482

Blk(Loc)

6

3621876

603646

Var(Residual) + 10 Var(Blk(Loc))

MS(Residual)

54

6.95

<.0001

Residual

54

4690307

86858

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk(Loc)

51679

Residual

86858

Fit
Statistics

-2 Res Log Likelihood

897.2

AIC (smaller is better)

901.2

AICC (smaller is better)

901.4

BIC (smaller is better)

901.6

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Loc

2

6

50.20

0.0002

Mulch

1

54

0.45

0.5049

Loc*Mulch

2

54

0.65

0.5250

Ca_Trt

4

54

6.52

0.0002

Loc*Ca_Trt

8

54

1.16

0.3421

Mulch*Ca_Trt

4

54

0.03

0.9979

Loc*Mulch*Ca_Trt

8

54

0.50

0.8482

Least Squares Means

Effect

Loc

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Loc

Central

956.74

141.85

6

6.74

0.0005

Loc

East

175.56

141.85

6

1.24

0.2621

Loc

West

2170.11

141.85

6

15.30

<.0001

Mulch

0

1079.95

87.5914

54

12.33

<.0001

Mulch

1

1121.65

87.5914

54

12.81

<.0001

Loc*Mulch

Central

0

891.06

151.71

54

5.87

<.0001

Loc*Mulch

Central

1

1022.42

151.71

54

6.74

<.0001

Loc*Mulch

East

0

157.60

151.71

54

1.04

0.3035

Loc*Mulch

East

1

193.51

151.71

54

1.28

0.2076

Loc*Mulch

West

0

2191.18

151.71

54

14.44

<.0001

Loc*Mulch

West

1

2149.03

151.71

54

14.17

<.0001

Ca_Trt

0

896.01

102.80

54

8.72

<.0001

Ca_Trt

G1X

1017.69

102.80

54

9.90

<.0001

Ca_Trt

G2X

1030.10

102.80

54

10.02

<.0001

Ca_Trt

L1X

1218.26

102.80

54

11.85

<.0001

Ca_Trt

L2X

1341.94

102.80

54

13.05

<.0001

Loc*Ca_Trt

Central

0

621.82

178.05

54

3.49

0.0010

Loc*Ca_Trt

Central

G1X

899.91

178.05

54

5.05

<.0001

Loc*Ca_Trt

Central

G2X

913.80

178.05

54

5.13

<.0001

Loc*Ca_Trt

Central

L1X

1122.73

178.05

54

6.31

<.0001

Loc*Ca_Trt

Central

L2X

1225.43

178.05

54

6.88

<.0001

Loc*Ca_Trt

East

0

77.9581

178.05

54

0.44

0.6632

Loc*Ca_Trt

East

G1X

152.49

178.05

54

0.86

0.3955

Loc*Ca_Trt

East

G2X

211.80

178.05

54

1.19

0.2394

Loc*Ca_Trt

East

L1X

175.52

178.05

54

0.99

0.3286

Loc*Ca_Trt

East

L2X

260.02

178.05

54

1.46

0.1500

Loc*Ca_Trt

West

0

1988.24

178.05

54

11.17

<.0001

Loc*Ca_Trt

West

G1X

2000.68

178.05

54

11.24

<.0001

Loc*Ca_Trt

West

G2X

1964.70

178.05

54

11.03

<.0001

Loc*Ca_Trt

West

L1X

2356.54

178.05

54

13.24

<.0001

Loc*Ca_Trt

West

L2X

2540.37

178.05

54

14.27

<.0001

Mulch*Ca_Trt

0

0

866.85

124.07

54

6.99

<.0001

Mulch*Ca_Trt

G1X

0

988.26

124.07

54

7.97

<.0001

Mulch*Ca_Trt

G2X

0

1023.37

124.07

54

8.25

<.0001

Mulch*Ca_Trt

L1X

0

1210.81

124.07

54

9.76

<.0001

Mulch*Ca_Trt

L2X

0

1310.44

124.07

54

10.56

<.0001

Mulch*Ca_Trt

0

1

925.17

124.07

54

7.46

<.0001

Mulch*Ca_Trt

G1X

1

1047.13

124.07

54

8.44

<.0001

Mulch*Ca_Trt

G2X

1

1036.83

124.07

54

8.36

<.0001

Mulch*Ca_Trt

L1X

1

1225.72

124.07

54

9.88

<.0001

Mulch*Ca_Trt

L2X

1

1373.43

124.07

54

11.07

<.0001

Loc*Mulch*Ca_Trt

Central

0

0

534.07

214.89

54

2.49

0.0161

Loc*Mulch*Ca_Trt

Central

G1X

0

707.78

214.89

54

3.29

0.0017

Loc*Mulch*Ca_Trt

Central

G2X

0

956.79

214.89

54

4.45

<.0001

Loc*Mulch*Ca_Trt

Central

L1X

0

1060.72

214.89

54

4.94

<.0001

Loc*Mulch*Ca_Trt

Central

L2X

0

1195.92

214.89

54

5.57

<.0001

Loc*Mulch*Ca_Trt

Central

0

1

709.57

214.89

54

3.30

0.0017

Loc*Mulch*Ca_Trt

Central

G1X

1

1092.04

214.89

54

5.08

<.0001

Loc*Mulch*Ca_Trt

Central

G2X

1

870.81

214.89

54

4.05

0.0002

Loc*Mulch*Ca_Trt

Central

L1X

1

1184.73

214.89

54

5.51

<.0001

Loc*Mulch*Ca_Trt

Central

L2X

1

1254.93

214.89

54

5.84

<.0001

Loc*Mulch*Ca_Trt

East

0

0

86.0250

214.89

54

0.40

0.6905

Loc*Mulch*Ca_Trt

East

G1X

0

129.95

214.89

54

0.60

0.5479

Loc*Mulch*Ca_Trt

East

G2X

0

131.97

214.89

54

0.61

0.5417

Loc*Mulch*Ca_Trt

East

L1X

0

159.18

214.89

54

0.74

0.4621

Loc*Mulch*Ca_Trt

East

L2X

0

280.88

214.89

54

1.31

0.1967

Loc*Mulch*Ca_Trt

East

0

1

69.8911

214.89

54

0.33

0.7463

Loc*Mulch*Ca_Trt

East

G1X

1

175.03

214.89

54

0.81

0.4189

Loc*Mulch*Ca_Trt

East

G2X

1

291.63

214.89

54

1.36

0.1804

Loc*Mulch*Ca_Trt

East

L1X

1

191.86

214.89

54

0.89

0.3759

Loc*Mulch*Ca_Trt

East

L2X

1

239.15

214.89

54

1.11

0.2707

Loc*Mulch*Ca_Trt

West

0

0

1980.45

214.89

54

9.22

<.0001

Loc*Mulch*Ca_Trt

West

G1X

0

2127.05

214.89

54

9.90

<.0001

Loc*Mulch*Ca_Trt

West

G2X

0

1981.35

214.89

54

9.22

<.0001

Loc*Mulch*Ca_Trt

West

L1X

0

2412.53

214.89

54

11.23

<.0001

Loc*Mulch*Ca_Trt

West

L2X

0

2454.53

214.89

54

11.42

<.0001

Loc*Mulch*Ca_Trt

West

0

1

1996.03

214.89

54

9.29

<.0001

Loc*Mulch*Ca_Trt

West

G1X

1

1874.31

214.89

54

8.72

<.0001

Loc*Mulch*Ca_Trt

West

G2X

1

1948.05

214.89

54

9.07

<.0001

Loc*Mulch*Ca_Trt

West

L1X

1

2300.56

214.89

54

10.71

<.0001

Loc*Mulch*Ca_Trt

West

L2X

1

2626.22

214.89

54

12.22

<.0001

Mixed Percent total ANOVA by
location

The Mixed Procedure

Loc=Central

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

Pct_Total

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

1336.268280

1336.268280

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

32.11

<.0001

Ca_Trt

4

75.607347

18.901837

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

0.45

0.7681

Mulch*Ca_Trt

4

74.632987

18.658247

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

0.45

0.7722

Blk

2

425.662427

212.831213

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

5.11

0.0174

Residual

18

749.075307

41.615295

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

17.1216

Residual

41.6153

Fit
Statistics

-2 Res Log Likelihood

145.6

AIC (smaller is better)

149.6

AICC (smaller is better)

150.3

BIC (smaller is better)

147.8

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

32.11

<.0001

Ca_Trt

4

18

0.45

0.7681

Mulch*Ca_Trt

4

18

0.45

0.7722

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

19.3893

2.9123

18

6.66

<.0001

Mulch

1

6.0413

2.9123

18

2.07

0.0527

Ca_Trt

0

12.3300

3.5557

18

3.47

0.0027

Ca_Trt

G1X

12.5383

3.5557

18

3.53

0.0024

Ca_Trt

G2X

15.4817

3.5557

18

4.35

0.0004

Ca_Trt

L1X

10.5317

3.5557

18

2.96

0.0083

Ca_Trt

L2X

12.6950

3.5557

18

3.57

0.0022

Mulch*Ca_Trt

0

0

20.9767

4.4248

18

4.74

0.0002

Mulch*Ca_Trt

G1X

0

20.9933

4.4248

18

4.74

0.0002

Mulch*Ca_Trt

G2X

0

21.2000

4.4248

18

4.79

0.0001

Mulch*Ca_Trt

L1X

0

15.2833

4.4248

18

3.45

0.0028

Mulch*Ca_Trt

L2X

0

18.4933

4.4248

18

4.18

0.0006

Mulch*Ca_Trt

0

1

3.6833

4.4248

18

0.83

0.4161

Mulch*Ca_Trt

G1X

1

4.0833

4.4248

18

0.92

0.3683

Mulch*Ca_Trt

G2X

1

9.7633

4.4248

18

2.21

0.0406

Mulch*Ca_Trt

L1X

1

5.7800

4.4248

18

1.31

0.2079

Mulch*Ca_Trt

L2X

1

6.8967

4.4248

18

1.56

0.1365

Mixed Percent total ANOVA by
location

The Mixed Procedure

Loc=East

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

Pct_Total

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

108.756480

108.756480

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

2.03

0.1713

Ca_Trt

4

370.330853

92.582713

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

1.73

0.1877

Mulch*Ca_Trt

4

146.132053

36.533013

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

0.68

0.6136

Blk

2

3458.528340

1729.264170

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

32.28

<.0001

Residual

18

964.418793

53.578822

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

167.57

Residual

53.5788

Fit
Statistics

-2 Res Log Likelihood

154.3

AIC (smaller is better)

158.3

AICC (smaller is better)

159.0

BIC (smaller is better)

156.5

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

2.03

0.1713

Ca_Trt

4

18

1.73

0.1877

Mulch*Ca_Trt

4

18

0.68

0.6136

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

10.3600

7.7090

18

1.34

0.1957

Mulch

1

6.5520

7.7090

18

0.85

0.4065

Ca_Trt

0

8.5800

8.0490

18

1.07

0.3005

Ca_Trt

G1X

5.0000

8.0490

18

0.62

0.5423

Ca_Trt

G2X

4.1900

8.0490

18

0.52

0.6090

Ca_Trt

L1X

11.0933

8.0490

18

1.38

0.1850

Ca_Trt

L2X

13.4167

8.0490

18

1.67

0.1128

Mulch*Ca_Trt

0

0

12.1600

8.5858

18

1.42

0.1738

Mulch*Ca_Trt

G1X

0

6.1900

8.5858

18

0.72

0.4802

Mulch*Ca_Trt

G2X

0

2.1333

8.5858

18

0.25

0.8066

Mulch*Ca_Trt

L1X

0

13.8433

8.5858

18

1.61

0.1243

Mulch*Ca_Trt

L2X

0

17.4733

8.5858

18

2.04

0.0568

Mulch*Ca_Trt

0

1

5.0000

8.5858

18

0.58

0.5675

Mulch*Ca_Trt

G1X

1

3.8100

8.5858

18

0.44

0.6625

Mulch*Ca_Trt

G2X

1

6.2467

8.5858

18

0.73

0.4762

Mulch*Ca_Trt

L1X

1

8.3433

8.5858

18

0.97

0.3440

Mulch*Ca_Trt

L2X

1

9.3600

8.5858

18

1.09

0.2900

Mixed Percent total ANOVA by
location

The Mixed Procedure

Loc=West

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

Pct_Total

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

18

Columns in Z

3

Subjects

1

Max Obs Per Subject

30

Number of
Observations

Number of Observations Read

30

Number of Observations Used

30

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Mulch

1

387.792653

387.792653

Var(Residual) + Q(Mulch,Mulch*Ca_Trt)

MS(Residual)

18

3.83

0.0661

Ca_Trt

4

489.614233

122.403558

Var(Residual) + Q(Ca_Trt,Mulch*Ca_Trt)

MS(Residual)

18

1.21

0.3415

Mulch*Ca_Trt

4

56.165713

14.041428

Var(Residual) + Q(Mulch*Ca_Trt)

MS(Residual)

18

0.14

0.9657

Blk

2

2676.492260

1338.246130

Var(Residual) + 10 Var(Blk)

MS(Residual)

18

13.21

0.0003

Residual

18

1822.902740

101.272374

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk

123.70

Residual

101.27

Fit
Statistics

-2 Res Log Likelihood

165.3

AIC (smaller is better)

169.3

AICC (smaller is better)

170.0

BIC (smaller is better)

167.5

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Mulch

1

18

3.83

0.0661

Ca_Trt

4

18

1.21

0.3415

Mulch*Ca_Trt

4

18

0.14

0.9657

Least Squares Means

Effect

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Mulch

0

27.3047

6.9270

18

3.94

0.0010

Mulch

1

34.4953

6.9270

18

4.98

<.0001

Ca_Trt

0

27.2633

7.6231

18

3.58

0.0022

Ca_Trt

G1X

31.0200

7.6231

18

4.07

0.0007

Ca_Trt

G2X

28.9200

7.6231

18

3.79

0.0013

Ca_Trt

L1X

38.6150

7.6231

18

5.07

<.0001

Ca_Trt

L2X

28.6817

7.6231

18

3.76

0.0014

Mulch*Ca_Trt

0

0

24.7267

8.6597

18

2.86

0.0105

Mulch*Ca_Trt

G1X

0

27.6533

8.6597

18

3.19

0.0050

Mulch*Ca_Trt

G2X

0

27.0933

8.6597

18

3.13

0.0058

Mulch*Ca_Trt

L1X

0

33.9333

8.6597

18

3.92

0.0010

Mulch*Ca_Trt

L2X

0

23.1167

8.6597

18

2.67

0.0156

Mulch*Ca_Trt

0

1

29.8000

8.6597

18

3.44

0.0029

Mulch*Ca_Trt

G1X

1

34.3867

8.6597

18

3.97

0.0009

Mulch*Ca_Trt

G2X

1

30.7467

8.6597

18

3.55

0.0023

Mulch*Ca_Trt

L1X

1

43.2967

8.6597

18

5.00

<.0001

Mulch*Ca_Trt

L2X

1

34.2467

8.6597

18

3.95

0.0009

Mixed Percent total ANOVA combined
locations

The Mixed Procedure

Model
Information

Data Set

ANOVA.STATBEAN

Dependent Variable

Pct_Total

Covariance Structure

Variance Components

Estimation Method

Type 3

Residual Variance Method

Factor

Fixed Effects SE Method

Model-Based

Degrees of Freedom Method

Containment

Class Level
Information

Class

Levels

Values

Loc

3

Central East West

Blk

3

1 2 3

Mulch

2

0 1

Ca_Trt

5

0 G1X G2X L1X L2X

Dimensions

Covariance Parameters

2

Columns in X

72

Columns in Z

9

Subjects

1

Max Obs Per Subject

90

Number of
Observations

Number of Observations Read

90

Number of Observations Used

90

Number of Observations Not Used

0

Type 3 Analysis of
Variance

Source

DF

Sum of Squares

Mean Square

Expected Mean Square

Error Term

Error DF

F Value

Pr > F

Loc

2

8525.571582

4262.785791

Var(Residual) + 10 Var(Blk(Loc)) +
Q(Loc,Loc*Mulch,Loc*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Blk(Loc))

6

3.90

0.0822

Mulch

1

248.269671

248.269671

Var(Residual) +
Q(Mulch,Loc*Mulch,Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

3.79

0.0567

Loc*Mulch

2

1584.547742

792.273871

Var(Residual) + Q(Loc*Mulch,Loc*Mulch*Ca_Trt)

MS(Residual)

54

12.10

<.0001

Ca_Trt

4

227.560104

56.890026

Var(Residual) +
Q(Ca_Trt,Loc*Ca_Trt,Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.87

0.4887

Loc*Ca_Trt

8

707.992329

88.499041

Var(Residual) + Q(Loc*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

1.35

0.2390

Mulch*Ca_Trt

4

77.804918

19.451229

Var(Residual) + Q(Mulch*Ca_Trt,Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.30

0.8786

Loc*Mulch*Ca_Trt

8

199.125836

24.890729

Var(Residual) + Q(Loc*Mulch*Ca_Trt)

MS(Residual)

54

0.38

0.9267

Blk(Loc)

6

6560.683027

1093.447171

Var(Residual) + 10 Var(Blk(Loc))

MS(Residual)

54

16.70

<.0001

Residual

54

3536.396840

65.488830

Var(Residual)

.

.

.

.

Covariance Parameter
Estimates

Cov Parm

Estimate

Blk(Loc)

102.80

Residual

65.4888

Fit
Statistics

-2 Res Log Likelihood

471.0

AIC (smaller is better)

475.0

AICC (smaller is better)

475.2

BIC (smaller is better)

475.4

Type 3 Tests of Fixed
Effects

Effect

Num DF

Den DF

F Value

Pr > F

Loc

2

6

3.90

0.0822

Mulch

1

54

3.79

0.0567

Loc*Mulch

2

54

12.10

<.0001

Ca_Trt

4

54

0.87

0.4887

Loc*Ca_Trt

8

54

1.35

0.2390

Mulch*Ca_Trt

4

54

0.30

0.8786

Loc*Mulch*Ca_Trt

8

54

0.38

0.9267

Least Squares Means

Effect

Loc

Ca_Trt

Mulch

Estimate

Standard Error

DF

t Value

Pr > |t|

Loc

Central

12.7153

6.0372

6

2.11

0.0798

Loc

East

8.4560

6.0372

6

1.40

0.2109

Loc

West

30.9000

6.0372

6

5.12

0.0022

Mulch

0

19.0180

3.5885

54

5.30

<.0001

Mulch

1

15.6962

3.5885

54

4.37

<.0001

Loc*Mulch

Central

0

19.3893

6.2154

54

3.12

0.0029

Loc*Mulch

Central

1

6.0413

6.2154

54

0.97

0.3354

Loc*Mulch

East

0

10.3600

6.2154

54

1.67

0.1013

Loc*Mulch

East

1

6.5520

6.2154

54

1.05

0.2965

Loc*Mulch

West

0

27.3047

6.2154

54

4.39

<.0001

Loc*Mulch

West

1

34.4953

6.2154

54

5.55

<.0001

Ca_Trt

0

16.0578

3.8807

54

4.14

0.0001

Ca_Trt

G1X

16.1861

3.8807

54

4.17

0.0001

Ca_Trt

G2X

16.1972

3.8807

54

4.17

0.0001

Ca_Trt

L1X

20.0800

3.8807

54

5.17

<.0001

Ca_Trt

L2X

18.2644

3.8807

54

4.71

<.0001

Loc*Ca_Trt

Central

0

12.3300

6.7216

54

1.83

0.0721

Loc*Ca_Trt

Central

G1X

12.5383

6.7216

54

1.87

0.0676

Loc*Ca_Trt

Central

G2X

15.4817

6.7216

54

2.30

0.0251

Loc*Ca_Trt

Central

L1X

10.5317

6.7216

54

1.57

0.1230

Loc*Ca_Trt

Central

L2X

12.6950

6.7216

54

1.89

0.0643

Loc*Ca_Trt

East

0

8.5800

6.7216

54

1.28

0.2072

Loc*Ca_Trt

East

G1X

5.0000

6.7216

54

0.74

0.4602

Loc*Ca_Trt

East

G2X

4.1900

6.7216

54

0.62

0.5357

Loc*Ca_Trt

East

L1X

11.0933

6.7216

54

1.65

0.1047

Loc*Ca_Trt

East

L2X

13.4167

6.7216

54

2.00

0.0510

Loc*Ca_Trt

West

0

27.2633

6.7216

54

4.06

0.0002

Loc*Ca_Trt

West

G1X

31.0200

6.7216

54

4.61

<.0001

Loc*Ca_Trt

West

G2X

28.9200

6.7216

54

4.30

<.0001

Loc*Ca_Trt

West

L1X

38.6150

6.7216

54

5.74

<.0001

Loc*Ca_Trt

West

L2X

28.6817

6.7216

54

4.27

<.0001

Mulch*Ca_Trt

0

0

19.2878

4.3242

54

4.46

<.0001

Mulch*Ca_Trt

G1X

0

18.2789

4.3242

54

4.23

<.0001

Mulch*Ca_Trt

G2X

0

16.8089

4.3242

54

3.89

0.0003

Mulch*Ca_Trt

L1X

0

21.0200

4.3242

54

4.86

<.0001

Mulch*Ca_Trt

L2X

0

19.6944

4.3242

54

4.55

<.0001

Mulch*Ca_Trt

0

1

12.8278

4.3242

54

2.97

0.0045

Mulch*Ca_Trt

G1X

1

14.0933

4.3242

54

3.26

0.0019

Mulch*Ca_Trt

G2X

1

15.5856

4.3242

54

3.60

0.0007

Mulch*Ca_Trt

L1X

1

19.1400

4.3242

54

4.43

<.0001

Mulch*Ca_Trt

L2X

1

16.8344

4.3242

54

3.89

0.0003

Loc*Mulch*Ca_Trt

Central

0

0

20.9767

7.4897

54

2.80

0.0071

Loc*Mulch*Ca_Trt

Central

G1X

0

20.9933

7.4897

54

2.80

0.0070

Loc*Mulch*Ca_Trt

Central

G2X

0

21.2000

7.4897

54

2.83

0.0065

Loc*Mulch*Ca_Trt

Central

L1X

0

15.2833

7.4897

54

2.04

0.0462

Loc*Mulch*Ca_Trt

Central

L2X

0

18.4933

7.4897

54

2.47

0.0167

Loc*Mulch*Ca_Trt

Central

0

1

3.6833

7.4897

54

0.49

0.6249

Loc*Mulch*Ca_Trt

Central

G1X

1

4.0833

7.4897

54

0.55

0.5879

Loc*Mulch*Ca_Trt

Central

G2X

1

9.7633

7.4897

54

1.30

0.1979

Loc*Mulch*Ca_Trt

Central

L1X

1

5.7800

7.4897

54

0.77

0.4436

Loc*Mulch*Ca_Trt

Central

L2X

1

6.8967

7.4897

54

0.92

0.3612

Loc*Mulch*Ca_Trt

East

0

0

12.1600

7.4897

54

1.62

0.1103

Loc*Mulch*Ca_Trt

East

G1X

0

6.1900

7.4897

54

0.83

0.4122

Loc*Mulch*Ca_Trt

East

G2X

0

2.1333

7.4897

54

0.28

0.7769

Loc*Mulch*Ca_Trt

East

L1X

0

13.8433

7.4897

54

1.85

0.0700

Loc*Mulch*Ca_Trt

East

L2X

0

17.4733

7.4897

54

2.33

0.0234

Loc*Mulch*Ca_Trt

East

0

1

5.0000

7.4897

54

0.67

0.5072

Loc*Mulch*Ca_Trt

East

G1X

1

3.8100

7.4897

54

0.51

0.6130

Loc*Mulch*Ca_Trt

East

G2X

1

6.2467

7.4897

54

0.83

0.4079

Loc*Mulch*Ca_Trt

East

L1X

1

8.3433

7.4897

54

1.11

0.2702

Loc*Mulch*Ca_Trt

East

L2X

1

9.3600

7.4897

54

1.25

0.2168

Loc*Mulch*Ca_Trt

West

0

0

24.7267

7.4897

54

3.30

0.0017

Loc*Mulch*Ca_Trt

West

G1X

0

27.6533

7.4897

54

3.69

0.0005

Loc*Mulch*Ca_Trt

West

G2X

0

27.0933

7.4897

54

3.62

0.0007

Loc*Mulch*Ca_Trt

West

L1X

0

33.9333

7.4897

54

4.53

<.0001

Loc*Mulch*Ca_Trt

West

L2X

0

23.1167

7.4897

54

3.09

0.0032

Loc*Mulch*Ca_Trt

West

0

1

29.8000

7.4897

54

3.98

0.0002

Loc*Mulch*Ca_Trt

West

G1X

1

34.3867

7.4897

54

4.59

<.0001

Loc*Mulch*Ca_Trt

West

G2X

1

30.7467

7.4897

54

4.11

0.0001

Loc*Mulch*Ca_Trt

West

L1X

1

43.2967

7.4897

54

5.78

<.0001

Loc*Mulch*Ca_Trt

West

L2X

1

34.2467

7.4897

54

4.57

<.0001