public static string printCount(List <RowMatchPool> rowMatchPools, DataMatcher dataMatcher)
{
StringBuilder result = new StringBuilder();
result.AppendLine("\tFemale\t\tMale\t\tTotal\t\t");
result.AppendLine("AgeGrp\tPrimary\tMatch\tPrimary\tMatch\tPrimary\tMatch");
for (int i = 0; i < rowMatchPools.Count / 2; i++)
{
string line = (i + 1).ToString();
int primaryFemaleCount = rowMatchPools[i * 2].primaryRows.Count;
int matchFemaleCount = rowMatchPools[i * 2].matchedRows.Count;
int primaryMaleCount = rowMatchPools[i * 2 + 1].primaryRows.Count;
int matchMaleCount = rowMatchPools[i * 2 + 1].matchedRows.Count;
int primaryTotalCount = primaryFemaleCount + primaryMaleCount;
int matchTotalCount = matchFemaleCount + matchMaleCount;
line += "\t" + primaryFemaleCount;
line += "\t" + matchFemaleCount;
line += "\t" + primaryMaleCount;
line += "\t" + matchMaleCount;
line += "\t" + primaryTotalCount;
line += "\t" + matchTotalCount;
result.AppendLine(line);
}
return(result.ToString());
}
static void initializeGroupContent(DataMatcher dataMatcher)
{
for (int i = 1; i <= 11; i++)
{
for (int j = 0; j <= 1; j++)
{
dataMatcher.addGroupContentList(new string[] { i.ToString(), j.ToString() });
}
}
}
static string MatchAndCalculateChiSquare(string name, int repeat, DataSet Primary, DataSet Match, int matchCount,
List <FieldNameToTest> CalculateField)
{
StringBuilder result = new StringBuilder();
int primaryMore = 0, matchMore = 0;
int succussefulMatch = 0;
for (int i = 0; i < repeat; i++)
{
DataMatcher dataMatcher = new DataMatcher();
dataMatcher.addMatchKey("AGEGROUP");
dataMatcher.addMatchKey("CASESEX");
initializeGroupContent(dataMatcher);
dataMatcher.setPrimaryData(Primary);
dataMatcher.setMatchData(Match);
List <RowMatchPool> matchPools = dataMatcher.matchIntoPools();
SampleRandomizely.sampleTheMatchList(matchPools, matchCount);
ChiSquareCalculator chiSquare = new ChiSquareCalculator(CalculateField, matchPools);
chiSquare.countPosAndNegInBothGroup();
result.AppendLine($"Test #{i + 1}");
result.AppendLine(ChiSquareCalculator.printTitle());
result.Append(chiSquare.printResult(ref primaryMore, ref matchMore, name));
result.AppendLine("");
if (Primary.dataRow.Count * repeat >= Match.dataRow.Count)
{
succussefulMatch++;
}
if (i == repeat - 1)
{
result.AppendLine("Match Detail");
result.Append(SummarizeMatchPools.printCount(matchPools, dataMatcher));
result.AppendLine("");
}
}
Console.WriteLine($"calculate Chi square table {name} for {repeat} times");
string summary = $"Significant result: Primary > Matched:{primaryMore}, Matched > Primary:{matchMore}, Non-Significant:{repeat - primaryMore - matchMore}";
string summary2 = ($"[match raito] 1:{matchCount}, success matching = {Math.Round(((double)succussefulMatch * 100 / repeat), 1)}%");
return(name + "\r\n" + summary + "\r\n" + summary2 + "\r\n" + result.ToString());
}
