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 pH ANOVA by location with
contrasts

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

Coefficients for Main
Effect-Gypsum
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Gypsum
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

-2

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

-1

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Lime
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

-2

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

-1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
vs Gypsum

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

1

Ca_Trt

G2X

1

Ca_Trt

L1X

-1

Ca_Trt

L2X

-1

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

0.5

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

-0.5

Mulch*Ca_Trt

L2X

0

-0.5

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

0.5

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

-0.5

Mulch*Ca_Trt

L2X

1

-0.5

Coefficients for
Interaction-Gypsum
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Gypsum
Quadratic* Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

-2

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

2

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Lime
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
Quadratic*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-2

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

2

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
vs Gypsum*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

1

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

-1

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

1

Mulch*Ca_Trt

L2X

1

1

Contrasts

Label

Num DF

Den DF

F Value

Pr > F

Main Effect-Gypsum Linear

1

18

0.09

0.7615

Main Effect-Gypsum Quadratic

1

18

0.96

0.3407

Main Effect-Lime Linear

1

18

11.20

0.0036

Main Effect-Lime Quadratic

1

18

1.34

0.2625

Main Effect-Lime vs Gypsum

1

18

11.10

0.0037

Interaction-Gypsum Linear*Mulch

1

18

2.18

0.1575

Interaction-Gypsum Quadratic* Mulch

1

18

1.14

0.2998

Interaction-Lime Linear*Mulch

1

18

0.70

0.4138

Interaction-Lime Quadratic*Mulch

1

18

0.30

0.5914

Interaction-Lime vs Gypsum*Mulch

1

18

0.10

0.7591

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 with
contrasts

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

Coefficients for Main
Effect-Gypsum
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Gypsum
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

-2

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

-1

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Lime
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

-2

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

-1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
vs Gypsum

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

1

Ca_Trt

G2X

1

Ca_Trt

L1X

-1

Ca_Trt

L2X

-1

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

0.5

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

-0.5

Mulch*Ca_Trt

L2X

0

-0.5

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

0.5

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

-0.5

Mulch*Ca_Trt

L2X

1

-0.5

Coefficients for
Interaction-Gypsum
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Gypsum
Quadratic* Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

-2

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

2

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Lime
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
Quadratic*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-2

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

2

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
vs Gypsum*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

1

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

-1

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

1

Mulch*Ca_Trt

L2X

1

1

Contrasts

Label

Num DF

Den DF

F Value

Pr > F

Main Effect-Gypsum Linear

1

18

1.33

0.2643

Main Effect-Gypsum Quadratic

1

18

0.06

0.8134

Main Effect-Lime Linear

1

18

21.03

0.0002

Main Effect-Lime Quadratic

1

18

0.03

0.8646

Main Effect-Lime vs Gypsum

1

18

36.55

<.0001

Interaction-Gypsum Linear*Mulch

1

18

1.44

0.2463

Interaction-Gypsum Quadratic* Mulch

1

18

0.00

0.9581

Interaction-Lime Linear*Mulch

1

18

1.73

0.2055

Interaction-Lime Quadratic*Mulch

1

18

1.67

0.2132

Interaction-Lime vs Gypsum*Mulch

1

18

0.49

0.4924

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 with
contrasts

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

Coefficients for Main
Effect-Gypsum
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Gypsum
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

-2

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

-1

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Lime
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

-2

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

-1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
vs Gypsum

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

1

Ca_Trt

G2X

1

Ca_Trt

L1X

-1

Ca_Trt

L2X

-1

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

0.5

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

-0.5

Mulch*Ca_Trt

L2X

0

-0.5

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

0.5

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

-0.5

Mulch*Ca_Trt

L2X

1

-0.5

Coefficients for
Interaction-Gypsum
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Gypsum
Quadratic* Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

-2

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

2

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Lime
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
Quadratic*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-2

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

2

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
vs Gypsum*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

1

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

-1

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

1

Mulch*Ca_Trt

L2X

1

1

Contrasts

Label

Num DF

Den DF

F Value

Pr > F

Main Effect-Gypsum Linear

1

18

2.64

0.1219

Main Effect-Gypsum Quadratic

1

18

0.39

0.5417

Main Effect-Lime Linear

1

18

6.54

0.0198

Main Effect-Lime Quadratic

1

18

0.72

0.4087

Main Effect-Lime vs Gypsum

1

18

20.90

0.0002

Interaction-Gypsum Linear*Mulch

1

18

1.10

0.3082

Interaction-Gypsum Quadratic* Mulch

1

18

0.02

0.8765

Interaction-Lime Linear*Mulch

1

18

0.21

0.6512

Interaction-Lime Quadratic*Mulch

1

18

0.86

0.3652

Interaction-Lime vs Gypsum*Mulch

1

18

0.00

0.9680

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 Soil Calcium ANOVA by location with
contrasts

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

Coefficients for Main
Effect-Gypsum
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Gypsum
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

-2

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

-1

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Lime
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

-2

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

-1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
vs Gypsum

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

1

Ca_Trt

G2X

1

Ca_Trt

L1X

-1

Ca_Trt

L2X

-1

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

0.5

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

-0.5

Mulch*Ca_Trt

L2X

0

-0.5

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

0.5

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

-0.5

Mulch*Ca_Trt

L2X

1

-0.5

Coefficients for
Interaction-Gypsum
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Gypsum
Quadratic* Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

-2

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

2

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Lime
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
Quadratic*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-2

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

2

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
vs Gypsum*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

1

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

-1

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

1

Mulch*Ca_Trt

L2X

1

1

Contrasts

Label

Num DF

Den DF

F Value

Pr > F

Main Effect-Gypsum Linear

1

18

2.22

0.1535

Main Effect-Gypsum Quadratic

1

18

0.61

0.4464

Main Effect-Lime Linear

1

18

9.49

0.0065

Main Effect-Lime Quadratic

1

18

1.38

0.2560

Main Effect-Lime vs Gypsum

1

18

3.72

0.0697

Interaction-Gypsum Linear*Mulch

1

18

0.45

0.5131

Interaction-Gypsum Quadratic* Mulch

1

18

1.00

0.3304

Interaction-Lime Linear*Mulch

1

18

0.09

0.7697

Interaction-Lime Quadratic*Mulch

1

18

0.00

0.9844

Interaction-Lime vs Gypsum*Mulch

1

18

0.04

0.8376

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 Soil Calcium ANOVA by location with
contrasts

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

Coefficients for Main
Effect-Gypsum
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Gypsum
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

-2

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

-1

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Lime
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

-2

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

-1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
vs Gypsum

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

1

Ca_Trt

G2X

1

Ca_Trt

L1X

-1

Ca_Trt

L2X

-1

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

0.5

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

-0.5

Mulch*Ca_Trt

L2X

0

-0.5

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

0.5

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

-0.5

Mulch*Ca_Trt

L2X

1

-0.5

Coefficients for
Interaction-Gypsum
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Gypsum
Quadratic* Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

-2

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

2

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Lime
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
Quadratic*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-2

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

2

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
vs Gypsum*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

1

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

-1

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

1

Mulch*Ca_Trt

L2X

1

1

Contrasts

Label

Num DF

Den DF

F Value

Pr > F

Main Effect-Gypsum Linear

1

18

7.22

0.0150

Main Effect-Gypsum Quadratic

1

18

0.03

0.8619

Main Effect-Lime Linear

1

18

13.36

0.0018

Main Effect-Lime Quadratic

1

18

0.02

0.8813

Main Effect-Lime vs Gypsum

1

18

1.02

0.3252

Interaction-Gypsum Linear*Mulch

1

18

3.11

0.0946

Interaction-Gypsum Quadratic* Mulch

1

18

0.10

0.7607

Interaction-Lime Linear*Mulch

1

18

0.07

0.8002

Interaction-Lime Quadratic*Mulch

1

18

0.51

0.4843

Interaction-Lime vs Gypsum*Mulch

1

18

2.30

0.1465

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 Soil Calcium ANOVA by location with
contrasts

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

Coefficients for Main
Effect-Gypsum
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Gypsum
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

-2

Ca_Trt

G2X

1

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

-1

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for Main
Effect-Lime
Linear

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

-1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

-0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

-0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
Quadratic

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

1

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

-2

Ca_Trt

L2X

1

Mulch*Ca_Trt

0

0

0.5

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

0.5

Mulch*Ca_Trt

0

1

0.5

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

-1

Mulch*Ca_Trt

L2X

1

0.5

Coefficients for Main
Effect-Lime
vs Gypsum

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

1

Ca_Trt

G2X

1

Ca_Trt

L1X

-1

Ca_Trt

L2X

-1

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

0.5

Mulch*Ca_Trt

G2X

0

0.5

Mulch*Ca_Trt

L1X

0

-0.5

Mulch*Ca_Trt

L2X

0

-0.5

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

0.5

Mulch*Ca_Trt

G2X

1

0.5

Mulch*Ca_Trt

L1X

1

-0.5

Mulch*Ca_Trt

L2X

1

-0.5

Coefficients for
Interaction-Gypsum
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Gypsum
Quadratic* Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

-2

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

2

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

Coefficients for
Interaction-Lime
Linear*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

-1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
Quadratic*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

1

Mulch*Ca_Trt

G1X

0

Mulch*Ca_Trt

G2X

0

Mulch*Ca_Trt

L1X

0

-2

Mulch*Ca_Trt

L2X

0

1

Mulch*Ca_Trt

0

1

-1

Mulch*Ca_Trt

G1X

1

Mulch*Ca_Trt

G2X

1

Mulch*Ca_Trt

L1X

1

2

Mulch*Ca_Trt

L2X

1

-1

Coefficients for
Interaction-Lime
vs Gypsum*Mulch

Effect

Ca_Trt

Mulch

Row1

Intercept

Mulch

0

Mulch

1

Ca_Trt

0

Ca_Trt

G1X

Ca_Trt

G2X

Ca_Trt

L1X

Ca_Trt

L2X

Mulch*Ca_Trt

0

0

Mulch*Ca_Trt

G1X

0

1

Mulch*Ca_Trt

G2X

0

1

Mulch*Ca_Trt

L1X

0

-1

Mulch*Ca_Trt

L2X

0

-1

Mulch*Ca_Trt

0

1

Mulch*Ca_Trt

G1X

1

-1

Mulch*Ca_Trt

G2X

1

-1

Mulch*Ca_Trt

L1X

1

1

Mulch*Ca_Trt

L2X

1

1

Contrasts

Label

Num DF

Den DF

F Value

Pr > F

Main Effect-Gypsum Linear

1

18

0.01

0.9138

Main Effect-Gypsum Quadratic

1

18

0.02

0.8977

Main Effect-Lime Linear

1

18

6.63

0.0191

Main Effect-Lime Quadratic

1

18

0.25

0.6254

Main Effect-Lime vs Gypsum

1

18

9.44

0.0066

Interaction-Gypsum Linear*Mulch

1

18

0.01

0.9105

Interaction-Gypsum Quadratic* Mulch

1

18

0.43

0.5197

Interaction-Lime Linear*Mulch

1

18

0.13

0.7201

Interaction-Lime Quadratic*Mulch

1

18

0.31

0.5867

Interaction-Lime vs Gypsum*Mulch

1

18

0.33

0.5757

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