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compendium 8

*Unverified author*
R Software Module: Ian.Holliday/rwasp_One Factor ANOVA.wasp (opens new window with default values)
Title produced by software: One-Way-Between-Groups ANOVA- Free Statistics Software (Calculator)
Date of computation: Mon, 29 Nov 2010 23:21:18 +0000
 
Cite this page as follows:
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Nov/30/t1291073119pdikfuf8jyqh5ck.htm/, Retrieved Tue, 30 Nov 2010 00:25:20 +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/2010/Nov/30/t1291073119pdikfuf8jyqh5ck.htm/},
    year = {2010},
}
@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 = {2010},
    note = {{ISBN} 3-900051-07-0},
    url = {http://www.R-project.org},
}
 
Original text written by user:
WISCR7V/MVRBIQ0
 
IsPrivate?
No (this computation is public)
 
User-defined keywords:
ANOVA TEST
 
Dataseries X:
» Textbox « » Textfile « » CSV «
0 67 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 72 0 70 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 0 78 101 85 98 86 78 75 109 98 102 71 81 63 97 71 75 84 97 81 0 93 101 79 101 63 95 93 95 92 0 93 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 0 105 111 96 86 85 85 87 90 75 101 103 94 86 86 77 86 74 90 74 75 76 86 83 91 101 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'RServer@AstonUniversity' @ vre.aston.ac.uk
R Framework
error message
Warning: there are blank lines in the 'Data X' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.


ANOVA Model
WISCRY7V ~ MVRBIQ0
means99.51.5-3.8334.5-99.511.515.515.5-0.25-16-54-11.5-29.5-43.833-5.3-6-31.5-19.75-15.667-15.75-7.929-48.833-9.333-8.333-3.786-13.833-16.625-17.643-6-6.5-10.333-12-7.9-1-9.833-7-26.278-2.8332-12.5-15.833


ANOVA Statistics
DfSum SqMean SqF valuePr(>F)
MVRBIQ04129759.419725.8391.9420.003
Residuals11844107.681373.794


Tukey Honest Significant Difference Comparisons
difflwruprp adj
102-1011.5-93.62196.6211
103-101-3.833-74.73267.0651
104-1014.5-66.39975.3991
105-101-99.5-194.621-4.3790.028
107-10111.5-83.621106.6211
109-10115.5-79.621110.6211
110-10115.5-79.621110.6211
111-101-0.25-67.51167.0111
63-101-16-83.26151.2611
67-101-54-131.66623.6660.711
68-101-11.5-106.62183.6211
69-101-29.5-124.62165.6211
70-101-43.833-114.73227.0650.897
71-101-5.3-70.2859.681
72-101-6-83.66671.6661
73-101-31.5-126.62163.6211
74-101-19.75-87.01147.5111
75-101-15.667-79.0847.7471
76-101-15.75-83.01151.5111
77-101-7.929-70.254.3431
78-101-48.833-119.73222.0650.73
79-101-9.333-72.74754.081
80-101-8.333-71.74755.081
81-101-3.786-66.05758.4851
82-101-13.833-84.73257.0651
83-101-16.625-78.02544.7751
84-101-17.643-79.91444.6281
85-101-6-65.31853.3181
86-101-6.5-68.77155.7711
87-101-10.333-73.74753.081
88-101-12-89.66665.6661
89-101-7.9-72.8857.081
90-101-1-78.66676.6661
91-101-9.833-80.73261.0651
92-101-7-70.41456.4141
93-101-26.278-86.99234.4361
95-101-2.833-73.73268.0651
96-1012-75.66679.6661
97-101-12.5-107.62182.6211
98-101-1-78.66676.6661
99-1015.833-65.06576.7321
103-102-5.333-95.01484.3471
104-1023-86.68192.6811
105-102-101-210.8368.8360.128
107-10210-99.836119.8361
109-10214-95.836123.8361
110-10214-95.836123.8361
111-102-1.75-88.58385.0831
63-102-17.5-104.33369.3331
67-102-55.5-150.62139.6210.946
68-102-13-122.83696.8361
69-102-31-140.83678.8361
70-102-45.333-135.01444.3470.993
71-102-6.8-91.87978.2791
72-102-7.5-102.62187.6211
73-102-33-142.83676.8361
74-102-21.25-108.08365.5831
75-102-17.167-101.05566.7221
76-102-17.25-104.08369.5831
77-102-9.429-92.45773.61
78-102-50.333-140.01439.3470.967
79-102-10.833-94.72273.0551
80-102-9.833-93.72274.0551
81-102-5.286-88.31477.7421
82-102-15.333-105.01474.3471
83-102-18.125-100.50264.2521
84-102-19.143-102.17163.8851
85-102-7.5-88.33773.3371
86-102-8-91.02875.0281
87-102-11.833-95.72272.0551
88-102-13.5-108.62181.6211
89-102-9.4-94.47975.6791
90-102-2.5-97.62192.6211
91-102-11.333-101.01478.3471
92-102-8.5-92.38975.3891
93-102-27.778-109.64554.0891
95-102-4.333-94.01485.3471
96-1020.5-94.62195.6211
97-102-14-123.83695.8361
98-102-2.5-97.62192.6211
99-1024.333-85.34794.0141
104-1038.333-55.0871.7471
105-103-95.667-185.347-5.9860.021
107-10315.333-74.347105.0141
109-10319.333-70.347109.0141
110-10319.333-70.347109.0141
111-1033.583-55.73562.9021
63-103-12.167-71.48547.1521
67-103-50.167-121.06520.7320.673
68-103-7.667-97.34782.0141
69-103-25.667-115.34764.0141
70-103-40-103.41423.4140.873
71-103-1.467-58.18655.2521
72-103-2.167-73.06568.7321
73-103-27.667-117.34762.0141
74-103-15.917-75.23543.4021
75-103-11.833-66.75143.0851
76-103-11.917-71.23547.4021
77-103-4.095-57.6949.4991
78-103-45-108.41418.4140.667
79-103-5.5-60.41849.4181
80-103-4.5-59.41850.4181
81-1030.048-53.54753.6421
82-103-10-73.41453.4141
83-103-12.792-65.37239.7881
84-103-13.81-67.40439.7851
85-103-2.167-52.347.9661
86-103-2.667-56.26150.9281
87-103-6.5-61.41848.4181
88-103-8.167-79.06562.7321
89-103-4.067-60.78652.6521
90-1032.833-68.06573.7321
91-103-6-69.41457.4141
92-103-3.167-58.08551.7511
93-103-22.444-74.22229.3331
95-1031-62.41464.4141
96-1035.833-65.06576.7321
97-103-8.667-98.34781.0141
98-1032.833-68.06573.7321
99-1039.667-53.74773.081
105-104-104-193.681-14.3190.005
107-1047-82.68196.6811
109-10411-78.681100.6811
110-10411-78.681100.6811
111-104-4.75-64.06854.5681
63-104-20.5-79.81838.8181
67-104-58.5-129.39912.3990.316
68-104-16-105.68173.6811
69-104-34-123.68155.6811
70-104-48.333-111.74715.080.5
71-104-9.8-66.51946.9191
72-104-10.5-81.39960.3991
73-104-36-125.68153.6811
74-104-24.25-83.56835.0681
75-104-20.167-75.08534.7511
76-104-20.25-79.56839.0681
77-104-12.429-66.02341.1661
78-104-53.333-116.74710.080.276
79-104-13.833-68.75141.0851
80-104-12.833-67.75142.0851
81-104-8.286-61.8845.3091
82-104-18.333-81.74745.081
83-104-21.125-73.70531.4551
84-104-22.143-75.73731.4521
85-104-10.5-60.63339.6331
86-104-11-64.59442.5941
87-104-14.833-69.75140.0851
88-104-16.5-87.39954.3991
89-104-12.4-69.11944.3191
90-104-5.5-76.39965.3991
91-104-14.333-77.74749.081
92-104-11.5-66.41843.4181
93-104-30.778-82.55520.9990.933
95-104-7.333-70.74756.081
96-104-2.5-73.39968.3991
97-104-17-106.68172.6811
98-104-5.5-76.39965.3991
99-1041.333-62.0864.7471
107-1051111.164220.8360.044
109-1051155.164224.8360.027
110-1051155.164224.8360.027
111-10599.2512.417186.0830.007
63-10583.5-3.333170.3330.08
67-10545.5-49.621140.6210.997
68-10588-21.836197.8360.381
69-10570-39.836179.8360.86
70-10555.667-34.014145.3470.892
71-10594.29.121179.2790.012
72-10593.5-1.621188.6210.062
73-10568-41.836177.8360.895
74-10579.75-7.083166.5830.13
75-10583.833-0.055167.7220.05
76-10583.75-3.083170.5830.077
77-10591.5718.543174.60.012
78-10550.667-39.014140.3470.964
79-10590.1676.278174.0550.019
80-10591.1677.278175.0550.016
81-10595.71412.686178.7420.006
82-10585.667-4.014175.3470.086
83-10582.8750.498165.2520.046
84-10581.857-1.171164.8850.06
85-10593.512.663174.3370.006
86-105939.972176.0280.01
87-10589.1675.278173.0550.022
88-10587.5-7.621182.6210.128
89-10591.66.521176.6790.018
90-10598.53.379193.6210.032
91-10589.667-0.014179.3470.05
92-10592.58.611176.3890.013
93-10573.222-8.645155.0890.167
95-10596.6676.986186.3470.018
96-105101.56.379196.6210.021
97-10587-22.836196.8360.408
98-10598.53.379193.6210.032
99-105105.33315.653195.0140.004
109-1074-105.836113.8361
110-1074-105.836113.8361
111-107-11.75-98.58375.0831
63-107-27.5-114.33359.3331
67-107-65.5-160.62129.6210.73
68-107-23-132.83686.8361
69-107-41-150.83668.8361
70-107-55.333-145.01434.3470.899
71-107-16.8-101.87968.2791
72-107-17.5-112.62177.6211
73-107-43-152.83666.8361
74-107-31.25-118.08355.5831
75-107-27.167-111.05556.7221
76-107-27.25-114.08359.5831
77-107-19.429-102.45763.61
78-107-60.333-150.01429.3470.775
79-107-20.833-104.72263.0551
80-107-19.833-103.72264.0551
81-107-15.286-98.31467.7421
82-107-25.333-115.01464.3471
83-107-28.125-110.50254.2521
84-107-29.143-112.17153.8851
85-107-17.5-98.33763.3371
86-107-18-101.02865.0281
87-107-21.833-105.72262.0551
88-107-23.5-118.62171.6211
89-107-19.4-104.47965.6791
90-107-12.5-107.62182.6211
91-107-21.333-111.01468.3471
92-107-18.5-102.38965.3891
93-107-37.778-119.64544.0890.999
95-107-14.333-104.01475.3471
96-107-9.5-104.62185.6211
97-107-24-133.83685.8361
98-107-12.5-107.62182.6211
99-107-5.667-95.34784.0141
110-1090-109.836109.8361
111-109-15.75-102.58371.0831
63-109-31.5-118.33355.3331
67-109-69.5-164.62125.6210.601
68-109-27-136.83682.8361
69-109-45-154.83664.8361
70-109-59.333-149.01430.3470.804
71-109-20.8-105.87964.2791
72-109-21.5-116.62173.6211
73-109-47-156.83662.8361
74-109-35.25-122.08351.5831
75-109-31.167-115.05552.7221
76-109-31.25-118.08355.5831
77-109-23.429-106.45759.61
78-109-64.333-154.01425.3470.643
79-109-24.833-108.72259.0551
80-109-23.833-107.72260.0551
81-109-19.286-102.31463.7421
82-109-29.333-119.01460.3471
83-109-32.125-114.50250.2521
84-109-33.143-116.17149.8851
85-109-21.5-102.33759.3371
86-109-22-105.02861.0281
87-109-25.833-109.72258.0551
88-109-27.5-122.62167.6211
89-109-23.4-108.47961.6791
90-109-16.5-111.62178.6211
91-109-25.333-115.01464.3471
92-109-22.5-106.38961.3891
93-109-41.778-123.64540.0890.992
95-109-18.333-108.01471.3471
96-109-13.5-108.62181.6211
97-109-28-137.83681.8361
98-109-16.5-111.62178.6211
99-109-9.667-99.34780.0141
111-110-15.75-102.58371.0831
63-110-31.5-118.33355.3331
67-110-69.5-164.62125.6210.601
68-110-27-136.83682.8361
69-110-45-154.83664.8361
70-110-59.333-149.01430.3470.804
71-110-20.8-105.87964.2791
72-110-21.5-116.62173.6211
73-110-47-156.83662.8361
74-110-35.25-122.08351.5831
75-110-31.167-115.05552.7221
76-110-31.25-118.08355.5831
77-110-23.429-106.45759.61
78-110-64.333-154.01425.3470.643
79-110-24.833-108.72259.0551
80-110-23.833-107.72260.0551
81-110-19.286-102.31463.7421
82-110-29.333-119.01460.3471
83-110-32.125-114.50250.2521
84-110-33.143-116.17149.8851
85-110-21.5-102.33759.3371
86-110-22-105.02861.0281
87-110-25.833-109.72258.0551
88-110-27.5-122.62167.6211
89-110-23.4-108.47961.6791
90-110-16.5-111.62178.6211
91-110-25.333-115.01464.3471
92-110-22.5-106.38961.3891
93-110-41.778-123.64540.0890.992
95-110-18.333-108.01471.3471
96-110-13.5-108.62181.6211
97-110-28-137.83681.8361
98-110-16.5-111.62178.6211
99-110-9.667-99.34780.0141
63-111-15.75-70.66839.1681
67-111-53.75-121.01113.5110.387
68-111-11.25-98.08375.5831
69-111-29.25-116.08357.5831
70-111-43.583-102.90215.7350.588
71-111-5.05-57.1547.051
72-111-5.75-73.01161.5111
73-111-31.25-118.08355.5831
74-111-19.5-74.41835.4181
75-111-15.417-65.5534.7161
76-111-15.5-70.41839.4181
77-111-7.679-56.35841.0011
78-111-48.583-107.90210.7350.332
79-111-9.083-59.21641.051
80-111-8.083-58.21642.051
81-111-3.536-52.21545.1441
82-111-13.583-72.90245.7351
83-111-16.375-63.93531.1851
84-111-17.393-66.07231.2871
85-111-5.75-50.5939.091
86-111-6.25-54.9342.431
87-111-10.083-60.21640.051
88-111-11.75-79.01155.5111
89-111-7.65-59.7544.451
90-111-0.75-68.01166.5111
91-111-9.583-68.90249.7351
92-111-6.75-56.88343.3831
93-111-26.028-72.69920.6440.97
95-111-2.583-61.90256.7351
96-1112.25-65.01169.5111
97-111-12.25-99.08374.5831
98-111-0.75-68.01166.5111
99-1116.083-53.23565.4021
67-63-38-105.26129.2610.964
68-634.5-82.33391.3331
69-63-13.5-100.33373.3331
70-63-27.833-87.15231.4850.998
71-6310.7-41.462.81
72-6310-57.26177.2611
73-63-15.5-102.33371.3331
74-63-3.75-58.66851.1681
75-630.333-49.850.4661
76-630.25-54.66855.1681
77-638.071-40.60856.7511
78-63-32.833-92.15226.4850.973
79-636.667-43.46656.81
80-637.667-42.46657.81
81-6312.214-36.46560.8941
82-632.167-57.15261.4851
83-63-0.625-48.18546.9351
84-63-1.643-50.32247.0371
85-6310-34.8454.841
86-639.5-39.1858.181
87-635.667-44.46655.81
88-634-63.26171.2611
89-638.1-4460.21
90-6315-52.26182.2611
91-636.167-53.15265.4851
92-639-41.13359.1331
93-63-10.278-56.94936.3941
95-6313.167-46.15272.4851
96-6318-49.26185.2611
97-633.5-83.33390.3331
98-6315-52.26182.2611
99-6321.833-37.48581.1521
68-6742.5-52.621137.6210.999
69-6724.5-70.621119.6211
70-6710.167-60.73281.0651
71-6748.7-16.28113.680.541
72-6748-29.666125.6660.897
73-6722.5-72.621117.6211
74-6734.25-33.011101.5110.992
75-6738.333-25.08101.7470.919
76-6738.25-29.011105.5110.961
77-6746.071-16.2108.3430.571
78-675.167-65.73276.0651
79-6744.667-18.747108.080.683
80-6745.667-17.747109.080.634
81-6750.214-12.057112.4850.367
82-6740.167-30.732111.0650.963
83-6737.375-24.02598.7750.913
84-6736.357-25.91498.6280.946
85-6748-11.318107.3180.359
86-6747.5-14.771109.7710.498
87-6743.667-19.747107.080.73
88-6742-35.666119.6660.981
89-6746.1-18.88111.080.668
90-6753-24.666130.6660.748
91-6744.167-26.732115.0650.888
92-6747-16.414110.4140.567
93-6727.722-32.99288.4360.999
95-6751.167-19.732122.0650.629
96-6756-21.666133.6660.631
97-6741.5-53.621136.6211
98-6753-24.666130.6660.748
99-6759.833-11.065130.7320.269
69-68-18-127.83691.8361
70-68-32.333-122.01457.3471
71-686.2-78.87991.2791
72-685.5-89.621100.6211
73-68-20-129.83689.8361
74-68-8.25-95.08378.5831
75-68-4.167-88.05579.7221
76-68-4.25-91.08382.5831
77-683.571-79.45786.61
78-68-37.333-127.01452.3471
79-682.167-81.72286.0551
80-683.167-80.72287.0551
81-687.714-75.31490.7421
82-68-2.333-92.01487.3471
83-68-5.125-87.50277.2521
84-68-6.143-89.17176.8851
85-685.5-75.33786.3371
86-685-78.02888.0281
87-681.167-82.72285.0551
88-68-0.5-95.62194.6211
89-683.6-81.47988.6791
90-6810.5-84.621105.6211
91-681.667-88.01491.3471
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93-68-14.778-96.64567.0891
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70-69-14.333-104.01475.3471
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73-69-2-111.836107.8361
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80-6921.167-62.722105.0551
81-6925.714-57.314108.7421
82-6915.667-74.014105.3471
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85-6923.5-57.337104.3371
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98-6928.5-66.621123.6211
99-6935.333-54.347125.0141
71-7038.533-18.18695.2520.757
72-7037.833-33.065108.7320.984
73-7012.333-77.347102.0141
74-7024.083-35.23583.4021
75-7028.167-26.75183.0850.991
76-7028.083-31.23587.4020.998
77-7035.905-17.6989.4990.782
78-70-5-68.41458.4141
79-7034.5-20.41889.4180.878
80-7035.5-19.41890.4180.84
81-7040.048-13.54793.6420.548
82-7030-33.41493.4140.998
83-7027.208-25.37279.7880.99
84-7026.19-27.40479.7850.996
85-7037.833-12.387.9660.524
86-7037.333-16.26190.9280.707
87-7033.5-21.41888.4180.911
88-7031.833-39.065102.7320.999
89-7035.933-20.78692.6520.868
90-7042.833-28.065113.7320.92
91-7034-29.41497.4140.983
92-7036.833-18.08591.7510.78
93-7017.556-34.22269.3331
95-7041-22.414104.4140.84
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99-7049.667-13.747113.080.435
72-71-0.7-65.6864.281
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76-71-10.45-62.5541.651
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78-71-43.533-100.25213.1860.483
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80-71-3.033-50.06243.9961
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82-71-8.533-65.25248.1861
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88-71-6.7-71.6858.281
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92-71-1.7-48.72945.3291
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76-72-9.75-77.01157.5111
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78-72-42.833-113.73228.0650.92
79-72-3.333-66.74760.081
80-72-2.333-65.74761.081
81-722.214-60.05764.4851
82-72-7.833-78.73263.0651
83-72-10.625-72.02550.7751
84-72-11.643-73.91450.6281
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86-72-0.5-62.77161.7711
87-72-4.333-67.74759.081
88-72-6-83.66671.6661
89-72-1.9-66.8863.081
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91-72-3.833-74.73267.0651
92-72-1-64.41462.4141
93-72-20.278-80.99240.4361
95-723.167-67.73274.0651
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98-725-72.66682.6661
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74-7311.75-75.08398.5831
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76-7315.75-71.083102.5831
77-7323.571-59.457106.61
78-73-17.333-107.01472.3471
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80-7323.167-60.722107.0551
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82-7317.667-72.014107.3471
83-7314.875-67.50297.2521
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85-7325.5-55.337106.3371
86-7325-58.028108.0281
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88-7319.5-75.621114.6211
89-7323.6-61.479108.6791
90-7330.5-64.621125.6211
91-7321.667-68.014111.3471
92-7324.5-59.389108.3891
93-735.222-76.64587.0891
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96-7333.5-61.621128.6211
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85-7413.75-31.0958.591
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83-75-0.958-42.90340.9861
84-75-1.976-45.18541.2331
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90-7514.667-48.74778.081
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92-758.667-36.17453.5071
93-75-10.611-51.54530.3221
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98-7514.667-48.74778.081
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77-767.821-40.85856.5011
78-76-33.083-92.40226.2350.97
79-766.417-43.71656.551
80-767.417-42.71657.551
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83-76-0.875-48.43546.6851
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85-769.75-35.0954.591
86-769.25-39.4357.931
87-765.417-44.71655.551
88-763.75-63.51171.0111
89-767.85-44.2559.951
90-7614.75-52.51182.0111
91-765.917-53.40265.2351
92-768.75-41.38358.8831
93-76-10.528-57.19936.1441
95-7612.917-46.40272.2351
96-7617.75-49.51185.0111
97-763.25-83.58390.0831
98-7614.75-52.51182.0111
99-7621.583-37.73580.9021
78-77-40.905-94.49912.690.497
79-77-1.405-44.61441.8041
80-77-0.405-43.61442.8041
81-774.143-37.37145.6571
82-77-5.905-59.49947.691
83-77-8.696-48.89231.4991
84-77-9.714-51.22831.81
85-771.929-35.00938.8661
86-771.429-40.08642.9431
87-77-2.405-45.61440.8041
88-77-4.071-66.34358.21
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90-776.929-55.34369.21
91-77-1.905-55.49951.691
92-770.929-42.28144.1381
93-77-18.349-57.48920.7910.998
95-775.095-48.49958.691
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98-776.929-55.34369.21
99-7713.762-39.83367.3561
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80-7840.5-14.41895.4180.579
81-7845.048-8.54798.6420.277
82-7835-28.41498.4140.974
83-7832.208-20.37284.7880.906
84-7831.19-22.40484.7850.948
85-7842.833-7.392.9660.245
86-7842.333-11.26195.9280.415
87-7838.5-16.41893.4180.693
88-7836.833-34.065107.7320.989
89-7840.933-15.78697.6520.629
90-7847.833-23.065118.7320.769
91-7839-24.414102.4140.902
92-7841.833-13.08596.7510.501
93-7822.556-29.22274.3331
95-7846-17.414109.4140.618
96-7850.833-20.065121.7320.644
97-7836.333-53.347126.0141
98-7847.833-23.065118.7320.769
99-7854.667-8.747118.080.228
80-791-43.8445.841
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82-79-4.5-59.41850.4181
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87-80-2-46.8442.841
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88-81-8.214-70.48554.0571
89-81-4.114-49.59141.3621
90-812.786-59.48565.0571
91-81-6.048-59.64247.5471
92-81-3.214-46.42439.9951
93-81-22.492-61.63216.6480.956
95-810.952-52.64254.5471
96-815.786-56.48568.0571
97-81-8.714-91.74274.3141
98-812.786-59.48565.0571
99-819.619-43.97563.2141
83-82-2.792-55.37249.7881
84-82-3.81-57.40449.7851
85-827.833-42.357.9661
86-827.333-46.26160.9281
87-823.5-51.41858.4181
88-821.833-69.06572.7321
89-825.933-50.78662.6521
90-8212.833-58.06583.7321
91-824-59.41467.4141
92-826.833-48.08561.7511
93-82-12.444-64.22239.3331
95-8211-52.41474.4141
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99-8219.667-43.74783.081
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87-836.292-35.65348.2361
88-834.625-56.77566.0251
89-838.725-35.55153.0011
90-8315.625-45.77577.0251
91-836.792-45.78859.3721
92-839.625-32.31951.5691
93-83-9.653-47.39228.0861
95-8313.792-38.78866.3721
96-8318.625-42.77580.0251
97-834.125-78.25286.5021
98-8315.625-45.77577.0251
99-8322.458-30.12275.0381
85-8411.643-25.29548.581
86-8411.143-30.37152.6571
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88-845.643-56.62867.9141
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90-8416.643-45.62878.9141
91-847.81-45.78561.4041
92-8410.643-32.56653.8521
93-84-8.635-47.77530.5051
95-8414.81-38.78568.4041
96-8419.643-42.62881.9141
97-845.143-77.88588.1711
98-8416.643-45.62878.9141
99-8423.476-30.11877.0711
86-85-0.5-37.43736.4371
87-85-4.333-43.16634.51
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95-9323.444-28.33375.2220.999
96-9328.278-32.43688.9920.998
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99-9332.111-19.66683.8880.893
96-954.833-66.06575.7321
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98-951.833-69.06572.7321
99-958.667-54.74772.081
97-96-14.5-109.62180.6211
98-96-3-80.66674.6661
99-963.833-67.06574.7321
98-9711.5-83.621106.6211
99-9718.333-71.347108.0141
99-986.833-64.06577.7321


Levenes Test for Homogeneity of Variance
DfF valuePr(>F)
Group410.8770.678
118
 
Charts produced by software:
http://www.freestatistics.org/blog/date/2010/Nov/30/t1291073119pdikfuf8jyqh5ck/3ov061291072860.png (open in new window)
http://www.freestatistics.org/blog/date/2010/Nov/30/t1291073119pdikfuf8jyqh5ck/3ov061291072860.ps (open in new window)


http://www.freestatistics.org/blog/date/2010/Nov/30/t1291073119pdikfuf8jyqh5ck/4g4h91291072860.png (open in new window)
http://www.freestatistics.org/blog/date/2010/Nov/30/t1291073119pdikfuf8jyqh5ck/4g4h91291072860.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()
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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