private TabPage CreateDixonSmirnovGrubbsCriteriaTab(ClimatData item, SQLiteConnection Connect)
{
TabPage sub_tpage3 = new TabPage("Критерии Диксона и Смирнова-Граббса");
DataGridView grid3 = new DataGridView();
grid3.Anchor = (AnchorStyles.Bottom | AnchorStyles.Top | AnchorStyles.Right | AnchorStyles.Left);
grid3.Dock = DockStyle.Fill;
DataTable table3 = new DataTable();
{
DataColumn IdColumn = new DataColumn("Id", Type.GetType("System.Int32"));
IdColumn.Unique = true;
IdColumn.AllowDBNull = false;
IdColumn.AutoIncrement = true;
IdColumn.AutoIncrementSeed = 1;
IdColumn.AutoIncrementStep = 1;
DataColumn ExtremumColumn = new DataColumn("Extremum", Type.GetType("System.String"));
DataColumn CriteriaColumn = new DataColumn("Criteria", Type.GetType("System.String"));
DataColumn CalculatedColumn = new DataColumn("Calculated", Type.GetType("System.Single"));
DataColumn CriticalColumn = new DataColumn("Critical", Type.GetType("System.Single"));
DataColumn SignificanceColumn = new DataColumn("Significance", Type.GetType("System.Single"));
DataColumn ResultColumn = new DataColumn("Result", Type.GetType("System.String"));
table3.Columns.Add(IdColumn);
table3.Columns.Add(ExtremumColumn);
table3.Columns.Add(CriteriaColumn);
table3.Columns.Add(CalculatedColumn);
table3.Columns.Add(CriticalColumn);
table3.Columns.Add(SignificanceColumn);
table3.Columns.Add(ResultColumn);
table3.PrimaryKey = new DataColumn[] { table3.Columns["Id"] };
}
DixonGrubbsTable(table3, Connect, item, "Dixon1N");
DixonGrubbsTable(table3, Connect, item, "Dixon2N");
DixonGrubbsTable(table3, Connect, item, "Dixon3N");
DixonGrubbsTable(table3, Connect, item, "Dixon4N");
DixonGrubbsTable(table3, Connect, item, "Dixon5N");
DixonGrubbsTable(table3, Connect, item, "Dixon11");
DixonGrubbsTable(table3, Connect, item, "Dixon21");
DixonGrubbsTable(table3, Connect, item, "Dixon31");
DixonGrubbsTable(table3, Connect, item, "Dixon41");
DixonGrubbsTable(table3, Connect, item, "Dixon51");
DixonGrubbsTable(table3, Connect, item, "GrubbsN");
DixonGrubbsTable(table3, Connect, item, "Grubbs1");
grid3.DataBindingComplete += new DataGridViewBindingCompleteEventHandler(grid3_DataBindingComplete);
grid3.DataSource = table3;
sub_tpage3.Controls.Add(grid3);
return(sub_tpage3);
}
private TabPage CreateSortedListTab(ClimatData item, int stat_id, string field_name)
{
TabPage sub_tpage2 = new TabPage("Ранжированный ряд");
DataGridView grid2 = new DataGridView();
grid2.Anchor = (AnchorStyles.Bottom | AnchorStyles.Top | AnchorStyles.Right | AnchorStyles.Left);
grid2.Dock = DockStyle.Fill;
DataTable table2 = new DataTable();
{
DataColumn IdColumn = new DataColumn("Id", Type.GetType("System.Int32"));
IdColumn.Unique = true;
IdColumn.AllowDBNull = false;
IdColumn.AutoIncrement = true;
IdColumn.AutoIncrementSeed = 1;
IdColumn.AutoIncrementStep = 1;
DataColumn AvailabilityColumn = new DataColumn("Availability", Type.GetType("System.Single"));
DataColumn ValueColumn = new DataColumn("Value", Type.GetType("System.Single"));
DataColumn YearColumn = new DataColumn("Year", Type.GetType("System.Int32"));
table2.Columns.Add(IdColumn);
table2.Columns.Add(AvailabilityColumn);
table2.Columns.Add(ValueColumn);
table2.Columns.Add(YearColumn);
table2.PrimaryKey = new DataColumn[] { table2.Columns["Id"] };
}
List <float> list2 = item.Y;
List <int> list2b = GetArrayDataYear(stat_id, field_name);
list2.Reverse();
list2b.Reverse();
for (int i = 0; i < list2.Count; i++)
{
float availability = ((i + 1) / (list2.Count + 1)) * 100;
table2.Rows.Add(new object[] { null, availability, list2[i], list2b[i] });
}
grid2.DataBindingComplete += new DataGridViewBindingCompleteEventHandler(grid2_DataBindingComplete);
grid2.DataSource = table2;
sub_tpage2.Controls.Add(grid2);
return(sub_tpage2);
}
private TabPage CreateCalculationTab(ClimatData item)
{
TabPage sub_tpage1 = new TabPage("Вычисления");
RichTextBox rtb = new RichTextBox();
rtb.Anchor = (AnchorStyles.Bottom | AnchorStyles.Top | AnchorStyles.Right | AnchorStyles.Left);
rtb.Dock = DockStyle.Fill;
rtb.Text = "Критерий Диксона:\n";
rtb.Text += "D1n = " + item.DixonN[0] + "\n";
rtb.Text += "D2n = " + item.DixonN[1] + "\n";
rtb.Text += "D3n = " + item.DixonN[2] + "\n";
rtb.Text += "D4n = " + item.DixonN[3] + "\n";
rtb.Text += "D5n = " + item.DixonN[4] + "\n";
rtb.Text += "D11 = " + item.Dixon1[0] + "\n";
rtb.Text += "D21 = " + item.Dixon1[1] + "\n";
rtb.Text += "D31 = " + item.Dixon1[2] + "\n";
rtb.Text += "D41 = " + item.Dixon1[3] + "\n";
rtb.Text += "D51 = " + item.Dixon1[4] + "\n\n";
rtb.Text += "Среднее значение = " + item.Y.Average() + "\n";
rtb.Text += "Дисперсия = " + item.Deviation + "\n\n";
rtb.Text += "Критерий Смирнова-Граббса:\n";
rtb.Text += "Gn = " + item.GrubbsN + "\n";
rtb.Text += "G1 = " + item.Grubbs1 + "\n\n";
rtb.Text += "Асимметрия = " + item.Asymmetry + "\n";
rtb.Text += "Автокорреляция = " + item.Autocorrelation + "\n";
rtb.Text += "t-распределение = " + item.TDistribution + "\n\n";
rtb.Text += "Критерий Фишера = " + item.Fisher + "\n\n";
rtb.Text += "Степень свободы n1 = " + item.FDistribution1 + "\n";
rtb.Text += "Степень свободы n2 = " + item.FDistribution2 + "\n\n";
rtb.Text += "Критерий Стьюдента = " + item.Student + "\n\n";
sub_tpage1.Controls.Add(rtb);
return(sub_tpage1);
}
private void DixonGrubbsTable(DataTable table, SQLiteConnection Connect, ClimatData item, string table_name)
{
float significance = 5.0f;
string result = "";
SQLiteCommand Command = new SQLiteCommand();
Command.Connection = Connect;
Command.CommandText = @"SELECT CriticalValue FROM " + table_name + @"
ORDER BY ABS(Asymmetry - @asymmetry),
ABS(SignificanceLevel - @significance),
ABS(Autocorrelation - @autocorrelation),
ABS(SampleSize - @samplesize)
LIMIT 1";
Command.Parameters.AddWithValue("@asymmetry", item.Asymmetry);
Command.Parameters.AddWithValue("@significance", 5.0);
Command.Parameters.AddWithValue("@autocorrelation", item.Autocorrelation);
Command.Parameters.AddWithValue("@samplesize", item.Y.Count);
SQLiteDataReader sqlReader = Command.ExecuteReader();
float value = 0f, critval = 0f;
switch (table_name)
{
case "Dixon11": value = item.Dixon1[0]; break;
case "Dixon1N": value = item.DixonN[0]; break;
case "Dixon21": value = item.Dixon1[1]; break;
case "Dixon2N": value = item.DixonN[1]; break;
case "Dixon31": value = item.Dixon1[2]; break;
case "Dixon3N": value = item.DixonN[2]; break;
case "Dixon41": value = item.Dixon1[3]; break;
case "Dixon4N": value = item.DixonN[3]; break;
case "Dixon51": value = item.Dixon1[4]; break;
case "Dixon5N": value = item.DixonN[4]; break;
case "Grubbs1": value = item.Grubbs1; break;
case "GrubbsN": value = item.GrubbsN; break;
default: break;
}
if (sqlReader.Read())
{
critval = sqlReader.GetFloat(sqlReader.GetOrdinal("CriticalValue"));
}
if (critval > value)
{
result = "Однороден";
}
else
{
result = "Неоднороден";
}
string maxmin = "";
string name = "";
if (table_name[table_name.Length - 1] == 'N')
{
maxmin = "max";
}
else if (table_name[table_name.Length - 1] == '1')
{
maxmin = "min";
}
if (table_name.Contains("Dixon"))
{
name = "Диксон " + table_name[table_name.Length - 2];
}
else if (table_name.Contains("Grubbs"))
{
name = "Смирнов-Граббс";
}
table.Rows.Add(new object[] { null, maxmin, name, value, critval, significance, result });
}
public Form2()
{
InitializeComponent();
path = Form1.final_path;
List <ClimatData> data = new List <ClimatData>();
using (SQLiteConnection Connect = new SQLiteConnection(@"Data Source=ClimatTables.db"))
{
Connect.Open();
foreach (DataRow station in Form1.statListTable.Rows)
{
int stat_id = station.Field <int>(Form1.statListTable.Columns[0]);
string stat_name = station.Field <string>(Form1.statListTable.Columns[1]);
TabPage stat_tpage = new TabPage(stat_name);
TabControl stat_tcontrol = new TabControl();
stat_tcontrol.Anchor = (AnchorStyles.Bottom | AnchorStyles.Top | AnchorStyles.Right | AnchorStyles.Left);
stat_tcontrol.Dock = DockStyle.Fill;
stat_tpage.Controls.Add(stat_tcontrol);
foreach (DataRow field in Form1.fldTable.Rows)
{
int field_id = field.Field <int>(Form1.fldTable.Columns[0]);
string field_name = field.Field <string>(Form1.fldTable.Columns[3]);
bool field_is_value = field.Field <string>(Form1.fldTable.Columns[2]).Contains(",");
if (!field_is_value)
{
continue;
}
ClimatData item = new ClimatData(GetArrayData(stat_id, field_name));
item = OutlierTest.Dixon(item);
item = OutlierTest.Deviation(item);
item = OutlierTest.Grubbs(item);
item = OutlierTest.Asymmetry(item);
item = OutlierTest.Autocorrelation(item);
item = OutlierTest.TDistribution(item);
item = OutlierTest.Fisher(item);
item = OutlierTest.FDistribution(item);
item = OutlierTest.Student(item);
data.Add(item);
TabPage field_tpage = new TabPage(field_name);
TabControl field_tcontrol = new TabControl();
field_tcontrol.Anchor = (AnchorStyles.Bottom | AnchorStyles.Top | AnchorStyles.Right | AnchorStyles.Left);
field_tcontrol.Dock = DockStyle.Fill;
field_tpage.Controls.Add(field_tcontrol);
// Вычисления - не нужно
//field_tcontrol.TabPages.Add(CreateCalculationTab(item));
// Ранжированный ряд
field_tcontrol.TabPages.Add(CreateSortedListTab(item, stat_id, field_name));
// Критерии Диксона и Смирнова-Граббса
field_tcontrol.TabPages.Add(CreateDixonSmirnovGrubbsCriteriaTab(item, Connect));
// Критерии Фишера и Стьюдента
field_tcontrol.TabPages.Add(CreateFisherStudentCriteriaTab(item, Connect));
stat_tcontrol.TabPages.Add(field_tpage);
}
//TabPage sub_tpage5 = new TabPage("Критерии Фишера и Стьюдента");
//DataGridView grid5 = new DataGridView();
//grid5.Anchor = (AnchorStyles.Bottom | AnchorStyles.Top | AnchorStyles.Right | AnchorStyles.Left);
//grid5.Dock = DockStyle.Fill;
//DataTable table5 = new DataTable();
//{
// {
// DataColumn IdColumn = new DataColumn("Id", Type.GetType("System.Int32"));
// IdColumn.Unique = true;
// IdColumn.AllowDBNull = false;
// IdColumn.AutoIncrement = true;
// IdColumn.AutoIncrementSeed = 1;
// IdColumn.AutoIncrementStep = 1;
// DataColumn CriteriaColumn = new DataColumn("Criteria", Type.GetType("System.String"));
// DataColumn CalculatedColumn = new DataColumn("Calculated", Type.GetType("System.Single"));
// DataColumn CriticalColumn = new DataColumn("Critical", Type.GetType("System.Single"));
// DataColumn SignificanceColumn = new DataColumn("Significance", Type.GetType("System.Single"));
// DataColumn ResultColumn = new DataColumn("Result", Type.GetType("System.String"));
// table5.Columns.Add(IdColumn);
// table5.Columns.Add(CriteriaColumn);
// table5.Columns.Add(CalculatedColumn);
// table5.Columns.Add(CriticalColumn);
// table5.Columns.Add(SignificanceColumn);
// table5.Columns.Add(ResultColumn);
// table5.PrimaryKey = new DataColumn[] { table5.Columns["Id"] };
// }
//}
//{
//}
//grid5.DataBindingComplete += new DataGridViewBindingCompleteEventHandler(grid4_DataBindingComplete);
//grid5.DataSource = table5;
//sub_tpage5.Controls.Add(grid5);
//stat_tcontrol.TabPages.Add(sub_tpage5);
tabControl1.TabPages.Add(stat_tpage);
}
}
}
private TabPage CreateFisherStudentCriteriaTab(ClimatData item, SQLiteConnection Connect)
{
TabPage sub_tpage4 = new TabPage("Критерии Фишера и Стьюдента");
DataGridView grid4 = new DataGridView();
grid4.Anchor = (AnchorStyles.Bottom | AnchorStyles.Top | AnchorStyles.Right | AnchorStyles.Left);
grid4.Dock = DockStyle.Fill;
DataTable table4 = new DataTable();
{
{
DataColumn IdColumn = new DataColumn("Id", Type.GetType("System.Int32"));
IdColumn.Unique = true;
IdColumn.AllowDBNull = false;
IdColumn.AutoIncrement = true;
IdColumn.AutoIncrementSeed = 1;
IdColumn.AutoIncrementStep = 1;
DataColumn CriteriaColumn = new DataColumn("Criteria", Type.GetType("System.String"));
DataColumn CalculatedColumn = new DataColumn("Calculated", Type.GetType("System.Single"));
DataColumn CriticalColumn = new DataColumn("Critical", Type.GetType("System.Single"));
DataColumn SignificanceColumn = new DataColumn("Significance", Type.GetType("System.Single"));
DataColumn ResultColumn = new DataColumn("Result", Type.GetType("System.String"));
table4.Columns.Add(IdColumn);
table4.Columns.Add(CriteriaColumn);
table4.Columns.Add(CalculatedColumn);
table4.Columns.Add(CriticalColumn);
table4.Columns.Add(SignificanceColumn);
table4.Columns.Add(ResultColumn);
table4.PrimaryKey = new DataColumn[] { table4.Columns["Id"] };
}
}
{
float significance = 5.0f;
string result = "";
SQLiteCommand Command = new SQLiteCommand();
Command.Connection = Connect;
Command.CommandText = @"SELECT CriticalValue FROM Fisher1
ORDER BY ABS(SampleSize - @samplesize),
ABS(SignificanceLevel - @significance),
ABS(Correlation - @correlation),
ABS(Autocorrelation - @autocorrelation)
LIMIT 1";
Command.Parameters.AddWithValue("@samplesize", item.Y1.Count);
Command.Parameters.AddWithValue("@significance", 5.0);
Command.Parameters.AddWithValue("@correlation", 0.0);
Command.Parameters.AddWithValue("@autocorrelation", item.Autocorrelation);
SQLiteDataReader sqlReader = Command.ExecuteReader();
float critval = 0f;
if (sqlReader.Read())
{
critval = sqlReader.GetFloat(sqlReader.GetOrdinal("CriticalValue"));
}
if (critval > item.Fisher)
{
result = "Однороден";
}
else
{
result = "Неоднороден";
}
table4.Rows.Add(new object[] { null, "Критерий Фишера", item.Fisher, critval, significance, result });
}
{
float significance = 5.0f;
string result = "";
SQLiteCommand Command = new SQLiteCommand();
Command.Connection = Connect;
Command.CommandText = @"SELECT CriticalValue FROM Student1
ORDER BY ABS(SampleSize - @samplesize),
ABS(SignificanceLevel - @significance),
ABS(Correlation - @correlation),
ABS(Autocorrelation - @autocorrelation)
LIMIT 1";
Command.Parameters.AddWithValue("@samplesize", item.Y1.Count);
Command.Parameters.AddWithValue("@significance", 5.0);
Command.Parameters.AddWithValue("@correlation", 0.0);
Command.Parameters.AddWithValue("@autocorrelation", item.Autocorrelation);
SQLiteDataReader sqlReader = Command.ExecuteReader();
float critval = 0f;
if (sqlReader.Read())
{
critval = sqlReader.GetFloat(sqlReader.GetOrdinal("CriticalValue"));
}
if (critval > item.Student)
{
result = "Однороден";
}
else
{
result = "Неоднороден";
}
table4.Rows.Add(new object[] { null, "Критерий Стьюдента", item.Student, critval, significance, result });
}
grid4.DataBindingComplete += new DataGridViewBindingCompleteEventHandler(grid4_DataBindingComplete);
grid4.DataSource = table4;
sub_tpage4.Controls.Add(grid4);
return(sub_tpage4);
}