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scenario 2 week 9

*The author of this computation has been verified*
R Software Module: Ian.Holliday/rwasp_One Factor ANOVA.wasp (opens new window with default values)
Title produced by software: Chi Square Measure of Association- Free Statistics Software (Calculator)
Date of computation: Mon, 14 Dec 2009 16:36:01 +0100
 
Cite this page as follows:
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2009/Dec/14/t1260805049aardhdjwwi27u7a.htm/, Retrieved Mon, 14 Dec 2009 16:37:32 +0100
 
BibTeX entries for LaTeX users:
@Manual{KEY,
    author = {{YOUR NAME}},
    publisher = {Office for Research Development and Education},
    title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2009/Dec/14/t1260805049aardhdjwwi27u7a.htm/},
    year = {2009},
}
@Manual{R,
    title = {R: A Language and Environment for Statistical Computing},
    author = {{R Development Core Team}},
    organization = {R Foundation for Statistical Computing},
    address = {Vienna, Austria},
    year = {2009},
    note = {{ISBN} 3-900051-07-0},
    url = {http://www.R-project.org},
}
 
Original text written by user:
 
IsPrivate?
No (this computation is public)
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
88 86 94 86 90 103 73 74 68 63 80 82 86 93 86 77 91 111 79 71 96 103 92 89 72 75 96 88 70 84 86 85 87 70 88 104 79 88 90 77 95 77 85 7 90 83 115 110 84 91 79 80 94 91 97 86 86 85 111 107 87 93 98 87 87 84 68 73 88 84 82 86 111 99 75 75 94 87 95 79 80 82 95 95 68 84 94 85 88 95 84 63 101 85 98 86 78 75 109 98 102 71 81 63 97 71 75 84 97 81 101 79 101 63 95 93 95 92 95 83 90 80 107 111 92 92 86 79 70 69 95 83 96 80 91 91 87 97 92 85 97 85 102 99 91 67 68 87 88 68 97 81 90 80 101 93 94 93 101 102 109 104 100 90 103 85 94 92 97 82 85 85 75 89 77 77 87 79 78 76 108 101 97 81 105 92 106 89 107 81 95 77 107 95 115 85 101 81 85 76 90 93 115 104 95 89 97 76 112 77 97 71 77 79 90 89 94 81 103 99 77 81 98 84 90 85 111 111 77 78 88 111 75 78 92 87 78 92 106 93 80 70 87 84 92 75 111 96 86 85 85 87 90 75 101 103 94 86 86 77 86 74 90 74 75 76 86 83 91 101 97 83 91 92 70 74 98 87 96 71 9 etc...
 
Output produced by software:

Enter (or paste) a matrix (table) containing all data (time) series. Every column represents a different variable and must be delimited by a space or Tab. Every row represents a period in time (or category) and must be delimited by hard returns. The easiest way to enter data is to copy and paste a block of spreadsheet cells. Please, do not use commas or spaces to seperate groups of digits!


Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time15 seconds
R Server'George Udny Yule' @ 72.249.76.132
R Framework
error message
The field 'Names of X columns' contains a hard return which cannot be interpreted.
Please, resubmit your request without hard returns in the 'Names of X columns'.


ANOVA Model
WISCRY7V ~ MVRBIQ0
means99.51.5-3.8334.511.515.515.5-0.25-16-8.5-11.5-29.5-14.5-16-5.32.5-31.5-19.75-15.667-15.75-7.929-23.5-9.333-8.333-3.786-13.833-4.786-17.643-6-6.5-10.333-12-7.9-1-9.833-7-5.357-2.8332-12.5-15.833


ANOVA Statistics
DfSum SqMean SqF valuePr(>F)
MVRBIQ0 417909.239192.9082.210.001
Residuals1119687.70287.277


Tukey Honest Significant Difference Comparisons
difflwruprp adj
102-1011.5-44.5447.541
103-101-3.833-38.14930.4831
104-1014.5-29.81638.8161
107-10111.5-34.5457.541
109-10115.5-30.5461.541
110-10115.5-30.5461.541
111-101-0.25-32.80532.3051
63-101-16-48.55516.5550.995
67-101-8.5-54.5437.541
68-101-11.5-57.5434.541
69-101-29.5-75.5416.540.85
7-101-14.5-60.5431.541
70-101-16-53.59121.5911
71-101-5.3-36.75126.1511
72-1012.5-43.5448.541
73-101-31.5-77.5414.540.739
74-101-19.75-52.30512.8050.913
75-101-15.667-46.3615.0260.992
76-101-15.75-48.30516.8050.997
77-101-7.929-38.06922.2111
78-101-23.5-61.09114.0910.882
79-101-9.333-40.02621.361
80-101-8.333-39.02622.361
81-101-3.786-33.92626.3541
82-101-13.833-48.14920.4831
83-101-4.786-34.92625.3541
84-101-17.643-47.78312.4970.942
85-101-6-34.71122.7111
86-101-6.5-36.6423.641
87-101-10.333-41.02620.361
88-101-12-49.59125.5911
89-101-7.9-39.35123.5511
90-101-1-38.59136.5911
91-101-9.833-44.14924.4831
92-101-7-37.69323.6931
93-101-5.357-35.49724.7831
95-101-2.833-37.14931.4831
96-1012-35.59139.5911
97-101-12.5-58.5433.541
98-101-1-38.59136.5911
99-1015.833-28.48340.1491
103-102-5.333-48.7438.0731
104-1023-40.40746.4071
107-10210-43.16263.1621
109-10214-39.16267.1621
110-10214-39.16267.1621
111-102-1.75-43.77840.2781
63-102-17.5-59.52824.5281
67-102-10-63.16243.1621
68-102-13-66.16240.1621
69-102-31-84.16222.1620.945
7-102-16-69.16237.1621
70-102-17.5-63.5428.541
71-102-6.8-47.97934.3791
72-1021-52.16254.1621
73-102-33-86.16220.1620.89
74-102-21.25-63.27820.7780.993
75-102-17.167-57.7723.4361
76-102-17.25-59.27824.7781
77-102-9.429-49.61530.7581
78-102-25-71.0421.040.978
79-102-10.833-51.43629.771
80-102-9.833-50.43630.771
81-102-5.286-45.47234.9011
82-102-15.333-58.7428.0731
83-102-6.286-46.47233.9011
84-102-19.143-59.3321.0440.997
85-102-7.5-46.62631.6261
86-102-8-48.18732.1871
87-102-11.833-52.43628.771
88-102-13.5-59.5432.541
89-102-9.4-50.57931.7791
90-102-2.5-48.5443.541
91-102-11.333-54.7432.0731
92-102-8.5-49.10332.1031
93-102-6.857-47.04433.331
95-102-4.333-47.7439.0731
96-1020.5-45.5446.541
97-102-14-67.16239.1621
98-102-2.5-48.5443.541
99-1024.333-39.07347.741
104-1038.333-22.3639.0261
107-10315.333-28.07358.741
109-10319.333-24.07362.740.999
110-10319.333-24.07362.740.999
111-1033.583-25.12732.2941
63-103-12.167-40.87716.5441
67-103-4.667-48.07338.741
68-103-7.667-51.07335.741
69-103-25.667-69.07317.740.935
7-103-10.667-54.07332.741
70-103-12.167-46.48322.1491
71-103-1.467-28.91925.9861
72-1036.333-37.07349.741
73-103-27.667-71.07315.740.857
74-103-15.917-44.62712.7940.971
75-103-11.833-38.41414.7480.999
76-103-11.917-40.62716.7941
77-103-4.095-30.03621.8451
78-103-19.667-53.98314.6490.956
79-103-5.5-32.08121.0811
80-103-4.5-31.08122.0811
81-1030.048-25.89325.9881
82-103-10-40.69320.6931
83-103-0.952-26.89324.9881
84-103-13.81-39.7512.1310.984
85-103-2.167-26.43222.0981
86-103-2.667-28.60723.2741
87-103-6.5-33.08120.0811
88-103-8.167-42.48326.1491
89-103-4.067-31.51923.3861
90-1032.833-31.48337.1491
91-103-6-36.69324.6931
92-103-3.167-29.74823.4141
93-103-1.524-27.46424.4171
95-1031-29.69331.6931
96-1035.833-28.48340.1491
97-103-8.667-52.07334.741
98-1032.833-31.48337.1491
99-1039.667-21.02640.361
107-1047-36.40750.4071
109-10411-32.40754.4071
110-10411-32.40754.4071
111-104-4.75-33.46123.9611
63-104-20.5-49.2118.2110.65
67-104-13-56.40730.4071
68-104-16-59.40727.4071
69-104-34-77.4079.4070.431
7-104-19-62.40724.4070.999
70-104-20.5-54.81613.8160.927
71-104-9.8-37.25317.6531
72-104-2-45.40741.4071
73-104-36-79.4077.4070.303
74-104-24.25-52.9614.4610.265
75-104-20.167-46.7486.4140.508
76-104-20.25-48.9618.4610.677
77-104-12.429-38.36913.5120.997
78-104-28-62.3166.3160.338
79-104-13.833-40.41412.7480.989
80-104-12.833-39.41413.7480.997
81-104-8.286-34.22617.6551
82-104-18.333-49.02612.360.927
83-104-9.286-35.22616.6551
84-104-22.143-48.0833.7980.245
85-104-10.5-34.76513.7651
86-104-11-36.9414.941
87-104-14.833-41.41411.7480.969
88-104-16.5-50.81617.8160.997
89-104-12.4-39.85315.0530.999
90-104-5.5-39.81628.8161
91-104-14.333-45.02616.360.998
92-104-11.5-38.08115.0811
93-104-9.857-35.79816.0831
95-104-7.333-38.02623.361
96-104-2.5-36.81631.8161
97-104-17-60.40726.4071
98-104-5.5-39.81628.8161
99-1041.333-29.3632.0261
109-1074-49.16257.1621
110-1074-49.16257.1621
111-107-11.75-53.77830.2781
63-107-27.5-69.52814.5280.818
67-107-20-73.16233.1621
68-107-23-76.16230.1621
69-107-41-94.16212.1620.468
7-107-26-79.16227.1620.996
70-107-27.5-73.5418.540.927
71-107-16.8-57.97924.3791
72-107-9-62.16244.1621
73-107-43-96.16210.1620.357
74-107-31.25-73.27810.7780.556
75-107-27.167-67.7713.4360.781
76-107-27.25-69.27814.7780.832
77-107-19.429-59.61520.7580.997
78-107-35-81.0411.040.503
79-107-20.833-61.43619.770.991
80-107-19.833-60.43620.770.996
81-107-15.286-55.47224.9011
82-107-25.333-68.7418.0730.944
83-107-16.286-56.47223.9011
84-107-29.143-69.3311.0440.614
85-107-17.5-56.62621.6260.999
86-107-18-58.18722.1870.999
87-107-21.833-62.43618.770.981
88-107-23.5-69.5422.540.992
89-107-19.4-60.57921.7790.998
90-107-12.5-58.5433.541
91-107-21.333-64.7422.0730.995
92-107-18.5-59.10322.1030.999
93-107-16.857-57.04423.331
95-107-14.333-57.7429.0731
96-107-9.5-55.5436.541
97-107-24-77.16229.1620.999
98-107-12.5-58.5433.541
99-107-5.667-49.07337.741
110-1090-53.16253.1621
111-109-15.75-57.77826.2781
63-109-31.5-73.52810.5280.537
67-109-24-77.16229.1620.999
68-109-27-80.16226.1620.992
69-109-45-98.1628.1620.261
7-109-30-83.16223.1620.964
70-109-31.5-77.5414.540.739
71-109-20.8-61.97920.3790.993
72-109-13-66.16240.1621
73-109-47-100.1626.1620.184
74-109-35.25-77.2786.7780.279
75-109-31.167-71.779.4360.48
76-109-31.25-73.27810.7780.556
77-109-23.429-63.61516.7580.945
78-109-39-85.047.040.26
79-109-24.833-65.43615.770.906
80-109-23.833-64.43616.770.941
81-109-19.286-59.47220.9010.997
82-109-29.333-72.7414.0730.763
83-109-20.286-60.47219.9010.993
84-109-33.143-73.337.0440.314
85-109-21.5-60.62617.6260.975
86-109-22-62.18718.1870.976
87-109-25.833-66.43614.770.859
88-109-27.5-73.5418.540.927
89-109-23.4-64.57917.7790.96
90-109-16.5-62.5429.541
91-109-25.333-68.7418.0730.944
92-109-22.5-63.10318.1030.971
93-109-20.857-61.04419.330.989
95-109-18.333-61.7425.0731
96-109-13.5-59.5432.541
97-109-28-81.16225.1620.986
98-109-16.5-62.5429.541
99-109-9.667-53.07333.741
111-110-15.75-57.77826.2781
63-110-31.5-73.52810.5280.537
67-110-24-77.16229.1620.999
68-110-27-80.16226.1620.992
69-110-45-98.1628.1620.261
7-110-30-83.16223.1620.964
70-110-31.5-77.5414.540.739
71-110-20.8-61.97920.3790.993
72-110-13-66.16240.1621
73-110-47-100.1626.1620.184
74-110-35.25-77.2786.7780.279
75-110-31.167-71.779.4360.48
76-110-31.25-73.27810.7780.556
77-110-23.429-63.61516.7580.945
78-110-39-85.047.040.26
79-110-24.833-65.43615.770.906
80-110-23.833-64.43616.770.941
81-110-19.286-59.47220.9010.997
82-110-29.333-72.7414.0730.763
83-110-20.286-60.47219.9010.993
84-110-33.143-73.337.0440.314
85-110-21.5-60.62617.6260.975
86-110-22-62.18718.1870.976
87-110-25.833-66.43614.770.859
88-110-27.5-73.5418.540.927
89-110-23.4-64.57917.7790.96
90-110-16.5-62.5429.541
91-110-25.333-68.7418.0730.944
92-110-22.5-63.10318.1030.971
93-110-20.857-61.04419.330.989
95-110-18.333-61.7425.0731
96-110-13.5-59.5432.541
97-110-28-81.16225.1620.986
98-110-16.5-62.5429.541
99-110-9.667-53.07333.741
63-111-15.75-42.33110.8310.934
67-111-8.25-50.27833.7781
68-111-11.25-53.27830.7781
69-111-29.25-71.27812.7780.705
7-111-14.25-56.27827.7781
70-111-15.75-48.30516.8050.997
71-111-5.05-30.26720.1671
72-1112.75-39.27844.7781
73-111-31.25-73.27810.7780.556
74-111-19.5-46.0817.0810.588
75-111-15.417-39.6828.8480.861
76-111-15.5-42.08111.0810.945
77-111-7.679-31.2415.8831
78-111-23.25-55.8059.3050.649
79-111-9.083-33.34815.1821
80-111-8.083-32.34816.1821
81-111-3.536-27.09720.0261
82-111-13.583-42.29415.1270.998
83-111-4.536-28.09719.0261
84-111-17.393-40.9546.1690.573
85-111-5.75-27.45315.9531
86-111-6.25-29.81217.3121
87-111-10.083-34.34814.1821
88-111-11.75-44.30520.8051
89-111-7.65-32.86717.5671
90-111-0.75-33.30531.8051
91-111-9.583-38.29419.1271
92-111-6.75-31.01517.5151
93-111-5.107-28.66918.4541
95-111-2.583-31.29426.1271
96-1112.25-30.30534.8051
97-111-12.25-54.27829.7781
98-111-0.75-33.30531.8051
99-1116.083-22.62734.7941
67-637.5-34.52849.5281
68-634.5-37.52846.5281
69-63-13.5-55.52828.5281
7-631.5-40.52843.5281
70-630-32.55532.5551
71-6310.7-14.51735.9171
72-6318.5-23.52860.5280.999
73-63-15.5-57.52826.5281
74-63-3.75-30.33122.8311
75-630.333-23.93224.5981
76-630.25-26.33126.8311
77-638.071-15.4931.6331
78-63-7.5-40.05525.0551
79-636.667-17.59830.9321
80-637.667-16.59831.9321
81-6312.214-11.34735.7760.989
82-632.167-26.54430.8771
83-6311.214-12.34734.7760.997
84-63-1.643-25.20421.9191
85-6310-11.70331.7030.999
86-639.5-14.06233.0621
87-635.667-18.59829.9321
88-634-28.55536.5551
89-638.1-17.11733.3171
90-6315-17.55547.5550.999
91-636.167-22.54434.8771
92-639-15.26533.2651
93-6310.643-12.91934.2040.999
95-6313.167-15.54441.8770.999
96-6318-14.55550.5550.972
97-633.5-38.52845.5281
98-6315-17.55547.5550.999
99-6321.833-6.87750.5440.502
68-67-3-56.16250.1621
69-67-21-74.16232.1621
7-67-6-59.16247.1621
70-67-7.5-53.5438.541
71-673.2-37.97944.3791
72-6711-42.16264.1621
73-67-23-76.16230.1621
74-67-11.25-53.27830.7781
75-67-7.167-47.7733.4361
76-67-7.25-49.27834.7781
77-670.571-39.61540.7581
78-67-15-61.0431.041
79-67-0.833-41.43639.771
80-670.167-40.43640.771
81-674.714-35.47244.9011
82-67-5.333-48.7438.0731
83-673.714-36.47243.9011
84-67-9.143-49.3331.0441
85-672.5-36.62641.6261
86-672-38.18742.1871
87-67-1.833-42.43638.771
88-67-3.5-49.5442.541
89-670.6-40.57941.7791
90-677.5-38.5453.541
91-67-1.333-44.7442.0731
92-671.5-39.10342.1031
93-673.143-37.04443.331
95-675.667-37.7449.0731
96-6710.5-35.5456.541
97-67-4-57.16249.1621
98-677.5-38.5453.541
99-6714.333-29.07357.741
69-68-18-71.16235.1621
7-68-3-56.16250.1621
70-68-4.5-50.5441.541
71-686.2-34.97947.3791
72-6814-39.16267.1621
73-68-20-73.16233.1621
74-68-8.25-50.27833.7781
75-68-4.167-44.7736.4361
76-68-4.25-46.27837.7781
77-683.571-36.61543.7581
78-68-12-58.0434.041
79-682.167-38.43642.771
80-683.167-37.43643.771
81-687.714-32.47247.9011
82-68-2.333-45.7441.0731
83-686.714-33.47246.9011
84-68-6.143-46.3334.0441
85-685.5-33.62644.6261
86-685-35.18745.1871
87-681.167-39.43641.771
88-68-0.5-46.5445.541
89-683.6-37.57944.7791
90-6810.5-35.5456.541
91-681.667-41.7445.0731
92-684.5-36.10345.1031
93-686.143-34.04446.331
95-688.667-34.7452.0731
96-6813.5-32.5459.541
97-68-1-54.16252.1621
98-6810.5-35.5456.541
99-6817.333-26.07360.741
7-6915-38.16268.1621
70-6913.5-32.5459.541
71-6924.2-16.97965.3790.94
72-6932-21.16285.1620.921
73-69-2-55.16251.1621
74-699.75-32.27851.7781
75-6913.833-26.7754.4361
76-6913.75-28.27855.7781
77-6921.571-18.61561.7580.982
78-696-40.0452.041
79-6920.167-20.43660.770.995
80-6921.167-19.43661.770.988
81-6925.714-14.47265.9010.852
82-6915.667-27.7459.0731
83-6924.714-15.47264.9010.9
84-6911.857-28.3352.0441
85-6923.5-15.62662.6260.923
86-6923-17.18763.1870.956
87-6919.167-21.43659.770.998
88-6917.5-28.5463.541
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91-6919.667-23.7463.0730.999
92-6922.5-18.10363.1030.971
93-6924.143-16.04464.330.922
95-6926.667-16.7470.0730.901
96-6931.5-14.5477.540.739
97-6917-36.16270.1621
98-6928.5-17.5474.540.893
99-6935.333-8.07378.740.343
70-7-1.5-47.5444.541
71-79.2-31.97950.3791
72-717-36.16270.1621
73-7-17-70.16236.1621
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82-70.667-42.7444.0731
83-79.714-30.47249.9011
84-7-3.143-43.3337.0441
85-78.5-30.62647.6261
86-78-32.18748.1871
87-74.167-36.43644.771
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73-70-15.5-61.5430.541
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75-700.333-30.3631.0261
76-700.25-32.30532.8051
77-708.071-22.06938.2111
78-70-7.5-45.09130.0911
79-706.667-24.02637.361
80-707.667-23.02638.361
81-7012.214-17.92642.3541
82-702.167-32.14936.4831
83-7011.214-18.92641.3541
84-70-1.643-31.78328.4971
85-7010-18.71138.7111
86-709.5-20.6439.641
87-705.667-25.02636.361
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90-7015-22.59152.5911
91-706.167-28.14940.4831
92-709-21.69339.6931
93-7010.643-19.49740.7831
95-7013.167-21.14947.4831
96-7018-19.59155.5910.997
97-703.5-42.5449.541
98-7015-22.59152.5911
99-7021.833-12.48356.1490.859
72-717.8-33.37948.9791
73-71-26.2-67.37914.9790.859
74-71-14.45-39.66710.7670.956
75-71-10.367-33.12912.3960.999
76-71-10.45-35.66714.7671
77-71-2.629-24.6419.3831
78-71-18.2-49.65113.2510.95
79-71-4.033-26.79618.7291
80-71-3.033-25.79619.7291
81-711.514-20.49723.5251
82-71-8.533-35.98618.9191
83-710.514-21.49722.5251
84-71-12.343-34.3549.6680.967
85-71-0.7-20.70919.3091
86-71-1.2-23.21120.8111
87-71-5.033-27.79617.7291
88-71-6.7-38.15124.7511
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90-714.3-27.15135.7511
91-71-4.533-31.98622.9191
92-71-1.7-24.46321.0631
93-71-0.057-22.06821.9541
95-712.467-24.98629.9191
96-717.3-24.15138.7511
97-71-7.2-48.37933.9791
98-714.3-27.15135.7511
99-7111.133-16.31938.5861
73-72-34-87.16219.1620.852
74-72-22.25-64.27819.7780.985
75-72-18.167-58.7722.4360.999
76-72-18.25-60.27823.7781
77-72-10.429-50.61529.7581
78-72-26-72.0420.040.963
79-72-11.833-52.43628.771
80-72-10.833-51.43629.771
81-72-6.286-46.47233.9011
82-72-16.333-59.7427.0731
83-72-7.286-47.47232.9011
84-72-20.143-60.3320.0440.994
85-72-8.5-47.62630.6261
86-72-9-49.18731.1871
87-72-12.833-53.43627.771
88-72-14.5-60.5431.541
89-72-10.4-51.57930.7791
90-72-3.5-49.5442.541
91-72-12.333-55.7431.0731
92-72-9.5-50.10331.1031
93-72-7.857-48.04432.331
95-72-5.333-48.7438.0731
96-72-0.5-46.5445.541
97-72-15-68.16238.1621
98-72-3.5-49.5442.541
99-723.333-40.07346.741
74-7311.75-30.27853.7781
75-7315.833-24.7756.4361
76-7315.75-26.27857.7781
77-7323.571-16.61563.7580.941
78-738-38.0454.041
79-7322.167-18.43662.770.977
80-7323.167-17.43663.770.958
81-7327.714-12.47267.9010.723
82-7317.667-25.7461.0731
83-7326.714-13.47266.9010.792
84-7313.857-26.3354.0441
85-7325.5-13.62664.6260.825
86-7325-15.18765.1870.887
87-7321.167-19.43661.770.988
88-7319.5-26.5465.541
89-7323.6-17.57964.7790.956
90-7330.5-15.5476.540.798
91-7321.667-21.7465.0730.994
92-7324.5-16.10365.1030.918
93-7326.143-14.04466.330.827
95-7328.667-14.7472.0730.803
96-7333.5-12.5479.540.607
97-7319-34.16272.1621
98-7330.5-15.5476.540.798
99-7337.333-6.07380.740.231
75-744.083-20.18228.3481
76-744-22.58130.5811
77-7411.821-11.7435.3830.994
78-74-3.75-36.30528.8051
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80-7411.417-12.84835.6820.998
81-7415.964-7.59739.5260.758
82-745.917-22.79434.6271
83-7414.964-8.59738.5260.862
84-742.107-21.45425.6691
85-7413.75-7.95335.4530.865
86-7413.25-10.31236.8120.965
87-749.417-14.84833.6821
88-747.75-24.80540.3051
89-7411.85-13.36737.0670.998
90-7418.75-13.80551.3050.953
91-749.917-18.79438.6271
92-7412.75-11.51537.0150.987
93-7414.393-9.16937.9540.907
95-7416.917-11.79445.6270.938
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97-747.25-34.77849.2781
98-7418.75-13.80551.3050.953
99-7425.583-3.12754.2940.171
76-75-0.083-24.34824.1821
77-757.738-13.17628.6521
78-75-7.833-38.52622.861
79-756.333-15.3728.0371
80-757.333-14.3729.0371
81-7511.881-9.03332.7950.96
82-751.833-24.74828.4141
83-7510.881-10.03331.7950.989
84-75-1.976-22.8918.9381
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86-759.167-11.74730.080.999
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89-757.767-14.99630.5291
90-7514.667-16.02645.360.997
91-755.833-20.74832.4141
92-758.667-13.03730.371
93-7510.31-10.60431.2230.995
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96-7517.667-13.02648.360.953
97-753.167-37.43643.771
98-7514.667-16.02645.360.997
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77-767.821-15.7431.3831
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80-767.417-16.84831.6821
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86-769.25-14.31232.8121
87-765.417-18.84829.6821
88-763.75-28.80536.3051
89-767.85-17.36733.0671
90-7614.75-17.80547.3050.999
91-765.917-22.79434.6271
92-768.75-15.51533.0151
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95-7612.917-15.79441.6270.999
96-7617.75-14.80550.3050.977
97-763.25-38.77845.2781
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99-7621.583-7.12750.2940.53
78-77-15.571-45.71114.5690.99
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80-77-0.405-21.31920.5091
81-774.143-15.9524.2361
82-77-5.905-31.84520.0361
83-773.143-16.9523.2361
84-77-9.714-29.80810.3790.997
85-771.929-15.9519.8071
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87-77-2.405-23.31918.5091
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98-776.929-23.21137.0691
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80-7815.167-15.52645.860.995
81-7819.714-10.42649.8540.819
82-789.667-24.64943.9831
83-7818.714-11.42648.8540.889
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92-7816.5-14.19347.1930.981
93-7818.143-11.99748.2830.921
95-7820.667-13.64954.9830.92
96-7825.5-12.09163.0910.756
97-7811-35.0457.041
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80-791-20.70322.7031
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90-812.786-27.35432.9261
91-81-6.048-31.98819.8931
92-81-3.214-24.12817.71
93-81-1.571-21.66518.5221
95-810.952-24.98826.8931
96-815.786-24.35435.9261
97-81-8.714-48.90131.4721
98-812.786-27.35432.9261
99-819.619-16.32135.5591
83-829.048-16.89334.9881
84-82-3.81-29.7522.1311
85-827.833-16.43232.0981
86-827.333-18.60733.2741
87-823.5-23.08130.0811
88-821.833-32.48336.1491
89-825.933-21.51933.3861
90-8212.833-21.48347.1491
91-824-26.69334.6931
92-826.833-19.74833.4141
93-828.476-17.46434.4171
95-8211-19.69341.6931
96-8215.833-18.48350.1490.999
97-821.333-42.07344.741
98-8212.833-21.48347.1491
99-8219.667-11.02650.360.85
84-83-12.857-32.957.2360.852
85-83-1.214-19.09216.6641
86-83-1.714-21.80818.3791
87-83-5.548-26.46115.3661
88-83-7.214-37.35422.9261
89-83-3.114-25.12518.8971
90-833.786-26.35433.9261
91-83-5.048-30.98820.8931
92-83-2.214-23.12818.71
93-83-0.571-20.66519.5221
95-831.952-23.98827.8931
96-836.786-23.35436.9261
97-83-7.714-47.90132.4721
98-833.786-26.35433.9261
99-8310.619-15.32136.5591
85-8411.643-6.23529.5210.826
86-8411.143-8.9531.2360.971
87-847.31-13.60428.2231
88-845.643-24.49735.7831
89-849.743-12.26831.7540.999
90-8416.643-13.49746.7830.973
91-847.81-18.13133.751
92-8410.643-10.27131.5570.992
93-8412.286-7.80832.3790.906
95-8414.81-11.13140.750.958
96-8419.643-10.49749.7830.825
97-845.143-35.04445.331
98-8416.643-13.49746.7830.973
99-8423.476-2.46449.4170.149
86-85-0.5-18.37817.3781
87-85-4.333-23.12914.4621
88-85-6-34.71122.7111
89-85-1.9-21.90918.1091
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91-85-3.833-28.09820.4321
92-85-1-19.79617.7961
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88-87-1.667-32.3629.0261
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92-890.9-21.86323.6631
93-892.543-19.46824.5541
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96-899.9-21.55141.3511
97-89-4.6-45.77936.5791
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91-90-8.833-43.14925.4831
92-90-6-36.69324.6931
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95-90-1.833-36.14932.4831
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92-912.833-23.74829.4141
93-914.476-21.46430.4171
95-917-23.69337.6931
96-9111.833-22.48346.1491
97-91-2.667-46.07340.741
98-918.833-25.48343.1491
99-9115.667-15.02646.360.992
93-921.643-19.27122.5571
95-924.167-22.41430.7481
96-929-21.69339.6931
97-92-5.5-46.10335.1031
98-926-24.69336.6931
99-9212.833-13.74839.4140.997
95-932.524-23.41728.4641
96-937.357-22.78337.4971
97-93-7.143-47.3333.0441
98-934.357-25.78334.4971
99-9311.19-14.7537.1311
96-954.833-29.48339.1491
97-95-9.667-53.07333.741
98-951.833-32.48336.1491
99-958.667-22.02639.361
97-96-14.5-60.5431.541
98-96-3-40.59134.5911
99-963.833-30.48338.1491
98-9711.5-34.5457.541
99-9718.333-25.07361.741
99-986.833-27.48341.1491


Levenes Test for Homogeneity of Variance
DfF valuePr(>F)
Group410.6940.907
111
 
Charts produced by software:
http://www.freestatistics.org/blog/date/2009/Dec/14/t1260805049aardhdjwwi27u7a/3w0rh1260804942.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Dec/14/t1260805049aardhdjwwi27u7a/3w0rh1260804942.ps (open in new window)


http://www.freestatistics.org/blog/date/2009/Dec/14/t1260805049aardhdjwwi27u7a/4db2z1260804942.png (open in new window)
http://www.freestatistics.org/blog/date/2009/Dec/14/t1260805049aardhdjwwi27u7a/4db2z1260804942.ps (open in new window)


 
Parameters (Session):
par1 = 1 ; par2 = 2 ; par3 = TRUE ;
 
Parameters (R input):
par1 = 1 ; par2 = 2 ; par3 = TRUE ;
 
R code (references can be found in the software module):
cat1 <- as.numeric(par1) #
cat2<- as.numeric(par2) #
intercept<-as.logical(par3)
x <- t(x)
x1<-as.numeric(x[,cat1])
f1<-as.character(x[,cat2])
xdf<-data.frame(x1,f1)
(V1<-dimnames(y)[[1]][cat1])
(V2<-dimnames(y)[[1]][cat2])
names(xdf)<-c('Response', 'Treatment')
if(intercept == FALSE) (lmxdf<-lm(Response ~ Treatment - 1, data = xdf) ) else (lmxdf<-lm(Response ~ Treatment, data = xdf) )
(aov.xdf<-aov(lmxdf) )
(anova.xdf<-anova(lmxdf) )
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'ANOVA Model', length(lmxdf$coefficients)+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, paste(V1, ' ~ ', V2), length(lmxdf$coefficients)+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'means',,TRUE)
for(i in 1:length(lmxdf$coefficients)){
a<-table.element(a, round(lmxdf$coefficients[i], digits=3),,FALSE)
}
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'ANOVA Statistics', 5+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, ' ',,TRUE)
a<-table.element(a, 'Df',,FALSE)
a<-table.element(a, 'Sum Sq',,FALSE)
a<-table.element(a, 'Mean Sq',,FALSE)
a<-table.element(a, 'F value',,FALSE)
a<-table.element(a, 'Pr(>F)',,FALSE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, V2,,TRUE)
a<-table.element(a, anova.xdf$Df[1],,FALSE)
a<-table.element(a, round(anova.xdf$'Sum Sq'[1], digits=3),,FALSE)
a<-table.element(a, round(anova.xdf$'Mean Sq'[1], digits=3),,FALSE)
a<-table.element(a, round(anova.xdf$'F value'[1], digits=3),,FALSE)
a<-table.element(a, round(anova.xdf$'Pr(>F)'[1], digits=3),,FALSE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Residuals',,TRUE)
a<-table.element(a, anova.xdf$Df[2],,FALSE)
a<-table.element(a, round(anova.xdf$'Sum Sq'[2], digits=3),,FALSE)
a<-table.element(a, round(anova.xdf$'Mean Sq'[2], digits=3),,FALSE)
a<-table.element(a, ' ',,FALSE)
a<-table.element(a, ' ',,FALSE)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
bitmap(file='anovaplot.png')
boxplot(Response ~ Treatment, data=xdf, xlab=V2, ylab=V1)
dev.off()
if(intercept==TRUE){
thsd<-TukeyHSD(aov.xdf)
bitmap(file='TukeyHSDPlot.png')
plot(thsd)
dev.off()
}
if(intercept==TRUE){
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Tukey Honest Significant Difference Comparisons', 5,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, ' ', 1, TRUE)
for(i in 1:4){
a<-table.element(a,colnames(thsd[[1]])[i], 1, TRUE)
}
a<-table.row.end(a)
for(i in 1:length(rownames(thsd[[1]]))){
a<-table.row.start(a)
a<-table.element(a,rownames(thsd[[1]])[i], 1, TRUE)
for(j in 1:4){
a<-table.element(a,round(thsd[[1]][i,j], digits=3), 1, FALSE)
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
}
if(intercept==FALSE){
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'TukeyHSD Message', 1,TRUE)
a<-table.row.end(a)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Must Include Intercept to use Tukey Test ', 1, FALSE)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable2.tab')
}
library(car)
lt.lmxdf<-levene.test(lmxdf)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Levenes Test for Homogeneity of Variance', 4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,' ', 1, TRUE)
for (i in 1:3){
a<-table.element(a,names(lt.lmxdf)[i], 1, FALSE)
}
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Group', 1, TRUE)
for (i in 1:3){
a<-table.element(a,round(lt.lmxdf[[i]][1], digits=3), 1, FALSE)
}
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,' ', 1, TRUE)
a<-table.element(a,lt.lmxdf[[1]][2], 1, FALSE)
a<-table.element(a,' ', 1, FALSE)
a<-table.element(a,' ', 1, FALSE)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
 





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