void regressionToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
string[] arrName = new string[arrTranSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrTranSmp[i].GetName();
}
SelFactorForm sfFrom = new SelFactorForm(arrName, null);
if (sfFrom.ShowDialog() != DialogResult.OK)
{
return;
}
Sample[] arrSmpX = new Sample[arrTranSmp.Length - 1];
int index = sfFrom.GetIndex();
for (int i = 0; i < index; i++)
{
arrSmpX[i] = arrTranSmp[i];
}
for (int i = index; i < arrSmpX.Length; i++)
{
arrSmpX[i] = arrTranSmp[i + 1];
}
Regression reg = new Regression(arrTranSmp[index], arrSmpX);
string report = reg.GetRegReport();
RepForm rForm = new RepForm("Построение регрессии", report);
rForm.ShowDialog();
}
catch { }
}
void doIdentToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
string[] arrName = new string[arrTranSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrTranSmp[i].GetName();
}
SelFactorForm sFormY = new SelFactorForm(arrName, null);
if (sFormY.ShowDialog() != DialogResult.OK)
{
return;
}
SelFactorForm sFormX = new SelFactorForm(arrName,
"Выберете влияющий признак");
if (sFormX.ShowDialog() != DialogResult.OK)
{
return;
}
int indexX = sFormX.GetIndex(), indexY = sFormY.GetIndex();
IdentForm iForm = new IdentForm(arrSmp[indexX],
arrSmp[indexY]);
if (iForm.ShowDialog() != DialogResult.OK)
{
return;
}
arrTranSmp[indexX] = new TranSample(arrSmp[indexX], iForm.GetTransform());
lvSample.Items[indexX].SubItems[1].Text = iForm.GetTransform();
arrTranSmp[indexX].DoHistogram(useSturgess);
}
catch { }
}
void corrHypToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
string[] arrName = new string[arrTranSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrTranSmp[i].GetName();
}
SelFactorForm sfFrom = new SelFactorForm(arrName, null);
if (sfFrom.ShowDialog() != DialogResult.OK)
{
return;
}
Sample[] arrSmpX = new Sample[arrTranSmp.Length - 1];
int index = sfFrom.GetIndex();
for (int i = 0; i < index; i++)
{
arrSmpX[i] = arrTranSmp[i];
}
for (int i = index; i < arrSmpX.Length; i++)
{
arrSmpX[i] = arrTranSmp[i + 1];
}
Regression reg = new Regression(arrTranSmp[index], arrSmpX);
reg.CheckHypothesises(alpha);
string report = reg.GetHypCorrReport();
RepForm rForm = new RepForm("Проверка значимости коэффициентов корреляции", report);
rForm.ShowDialog();
}
catch { }
}
void doIdentToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
string[] arrName = new string[arrTSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrTSmp[i].name;
}
SelFactorForm sFormY = new SelFactorForm(arrName, null);
if (sFormY.ShowDialog() != DialogResult.OK)
{
return;
}
SelFactorForm sFormX = new SelFactorForm(arrName,
"Выберете влияющий признак");
if (sFormX.ShowDialog() != DialogResult.OK)
{
return;
}
int indexX = sFormX.index, indexY = sFormY.index;
IdentForm iForm = new IdentForm(arrSmp[indexX],
arrSmp[indexY]);
if (iForm.ShowDialog() != DialogResult.OK)
{
return;
}
arrTSmp[indexX] = (Sample)arrSmp[indexX].Clone();
arrTSmp[indexX].Transform(iForm.transform);
lvSample.Items[indexX].SubItems[1].Text = iForm.transform;
}
catch { }
}
void regHypToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
string[] arrName = new string[arrTSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrTSmp[i].name;
}
SelFactorForm sfFrom = new SelFactorForm(arrName, null);
if (sfFrom.ShowDialog() != DialogResult.OK)
{
return;
}
Sample[] arrSmpX = new Sample[arrTSmp.Length - 1];
int index = sfFrom.index;
for (int i = 0; i < index; i++)
{
arrSmpX[i] = arrTSmp[i];
}
for (int i = index; i < arrSmpX.Length; i++)
{
arrSmpX[i] = arrTSmp[i + 1];
}
Regression reg = new Regression(arrTSmp[index], arrSmpX);
string report = reg.CheckReg(alpha);
RepForm rForm = new RepForm("Проверка значимости уравнения регрессии", report);
rForm.ShowDialog();
}
catch { }
}
void coeffCorrToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
string[] arrName = new string[arrTSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrTSmp[i].name;
}
SelFactorForm sfFrom = new SelFactorForm(arrName, null);
if (sfFrom.ShowDialog() != DialogResult.OK)
{
return;
}
Sample[] arrSmpX = new Sample[arrTSmp.Length - 1];
int index = sfFrom.index;
for (int i = 0; i < index; i++)
{
arrSmpX[i] = arrTSmp[i];
}
for (int i = index; i < arrSmpX.Length; i++)
{
arrSmpX[i] = arrTSmp[i + 1];
}
Regression reg = new Regression(arrTSmp[index], arrSmpX);
string rep = reg.GetCorrReport();
RepForm rForm = new RepForm("Корреляционный анализ", rep);
rForm.ShowDialog();
}
catch { }
}
void regressionToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
string[] arrName = new string[arrTSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrTSmp[i].name;
}
SelFactorForm sfFrom = new SelFactorForm(arrName, null);
if (sfFrom.ShowDialog() != DialogResult.OK)
{
return;
}
Sample[] arrSmpX = new Sample[arrTSmp.Length - 1];
int index = sfFrom.index;
for (int i = 0; i < index; i++)
{
arrSmpX[i] = arrTSmp[i];
}
for (int i = index; i < arrSmpX.Length; i++)
{
arrSmpX[i] = arrTSmp[i + 1];
}
Regression reg = new Regression(arrTSmp[index], arrSmpX);
string report = reg.RegReport();
RepForm rForm = new RepForm("Множественная регрессия", report);
rForm.ShowDialog();
}
catch
{
MessageBox.Show("Ошибка построения регрессии");
}
}
void normDistHypToolStripMenuItem_Click(object sender, EventArgs e)
{
try
{
string[] arrName = new string[arrTranSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrTranSmp[i].GetName();
}
SelFactorForm sfFrom = new SelFactorForm(arrName,
"Выберете исследуемый признак");
if (sfFrom.ShowDialog() != DialogResult.OK)
{
return;
}
int index = sfFrom.GetIndex();
RepForm rForm = new RepForm("Проверка нормальности выборочного закона распределения",
arrSmp[index].GetHypReport());
rForm.ShowDialog();
}
catch { }
}
void btnDropOut_Click(object sender, EventArgs e)
{
string[] arrName = new string[arrSmp.Length];
for (int i = 0; i < arrName.Length; i++)
{
arrName[i] = arrSmp[i].name;
}
SelFactorForm sf = new SelFactorForm(arrName, "Выберете признак");
if (sf.ShowDialog() != DialogResult.OK)
{
return;
}
AlphaForm doForm = new AlphaForm();
if (doForm.ShowDialog() != DialogResult.OK)
{
return;
}
double alpha = doForm.GetAlpha();
string rep;
int[] arrI = arrSmp[sf.index].DropoutErrors(alpha, out rep);
foreach (Sample smp in arrSmp)
{
smp.RemoveValues(arrI);
}
dgv.SuspendLayout();
for (int i = arrI.Length - 1; i >= 0; i--)
{
dgv.Rows.RemoveAt(i);
}
RepForm rForm = new RepForm("Отсев аномальных измерений", rep);
rForm.ShowDialog();
}