R anova

Hello, This is the first time i am trying to figure out Ranova in PP and was wondering if i could get help/suggestions from forum members.

I have two sets of data (dataset 1, and dataset 0) each containing some selected properties (properties A-F) as shown below

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Dataset    PropA    PropB    PropC    PropD    PropE    PropF

0    192    14    0    6    176    90

0    132    11    0    0    125    56

0    33    4    2    6    28    19

0    48    1    2    6    42    24

0    71    2    0    18    55    33

1    45    2    2    6    40    23

1    49    1    2    6    44    26

1    80    7    0    0    81    33

1    90    8    0    0    83    41

1    85    12    0    0    86    39

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My aim is to do statistical analysis to find out which properties (PropA-F) are able to discriminate

most between dataset1 and dataset0. For this I want to do one-way analysis of variance (ANOVA) on

each of these properties and determine those that are best able to separate the two datasets (on the basis of F-ratios).

Now i am trying to plug this text file of data straight into RANOVA with "Dataset" defined in "ResponseProperty".

This is the output that i get:

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Term    SumOfSquares    MeanSquare    Fvalue    Pvalue

PropertyA    0.19376    0.19376    0.91079    0.41031

PropertyB    0.3177    0.3177    1.4934    0.30895

PropertyC    0.047495    0.047495    0.22326    0.66882

PropertyD    0.51014    0.51014    2.398    0.21925

PropertyE    0.11477    0.11477    0.5395    0.51584

PropertyF    0.67791    0.67791    3.1866    0.17223

Residuals    0.63822    0.21274    NaN    NaN

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Question is, is this the right way to do it?.

Also i did the same calculations in ANOVA with MATLAB and i got different results for F-values and others. Not sure where i am messing up.

Any suggestion/s would be very much appreciated.

Thank you

Nar