/*
SmallCsvFile has the values:
A: B: C:
1 6 11
2 7 12
3 8 13
4 9 14
5 10 15
---------
Averages:
3 8 13
Grand Mean = 8
SST = 280
SSE = 30
SSB = 250
dft = 14
dfe = 12
dfb = 2
msb = 125
msw = 2.5
F = 50
P = 0.0000015127924217375413
*/
public AnovaTestsSmallCsv()
{
rData = new RawData();
CsvParser parser = new CsvParser();
bool parsed = parser.TryParseData(@"TestFiles/SmallCsvFile.csv", out rData);
data = new AnovaOneway(rData);
//AnovaResult res = data.GenerateAnovaResult();
//Debug.WriteLine(res);
}
public void CsvParser()
{
CsvParser csv = new CsvParser();
string path = @"TestFiles/CSVFile.csv";
RawData data;
bool success = csv.TryParseData(path, out data);
Assert.IsTrue(success);
string[] groupNames = new[] {"A", "B", "C", "D", "E"};
List<double[]> expectedArrays = new List<double[]>
{
new[] {1d, 4, 2, 7, 8, 3, 1, 2, 3, 3},
new[] {5.3, 2, 7.5, 54, 23, 16},
new[] {84d, 14, 34, 17, 26},
new[] {57.7334, 16.6543, 45, 35.333335, 45, 95.0000000001, 65, 33},
new[] {13.4444444444444, 1, 0, 100, 99, 8008135, 77777777777777}
}
;
List<double[]> actualArrays = new List<double[]>
{
data[0].Entries.ToArray(),
data[1].Entries.ToArray(),
data[2].Entries.ToArray(),
data[3].Entries.ToArray(),
data[4].Entries.ToArray()
};
for (int i = 0; i < 5; i++)
{
double[] expectedDoubles = expectedArrays[i];
double[] actualDoubles = actualArrays[i];
for (int j = 0; j < expectedDoubles.Length; j++)
{
Assert.AreEqual(expectedDoubles[j], actualDoubles[j]);
}
}
}