public IpParameterElement Create(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement,
IΛIndexElement ΛIndexElement,
FhirDecimal value)
{
IpParameterElement parameterElement = null;
try
{
parameterElement = new pParameterElement(
sIndexElement,
lIndexElement,
ΛIndexElement,
value);
}
catch (Exception exception)
{
this.Log.Error(
exception.Message,
exception);
}
return(parameterElement);
}
public IΦHatResultElement Create(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement,
IΛIndexElement ΛIndexElement,
decimal value)
{
IΦHatResultElement resultElement = null;
try
{
resultElement = new ΦHatResultElement(
sIndexElement,
lIndexElement,
ΛIndexElement,
value);
}
catch (Exception exception)
{
this.Log.Error(
exception.Message,
exception);
}
return(resultElement);
}
public slCrossJoinElement(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement)
{
this.sIndexElement = sIndexElement;
this.lIndexElement = lIndexElement;
}
public decimal GetElementAtAsdecimal(
IpIndexElement pIndexElement,
IlIndexElement lIndexElement)
{
return(this.Value
.Where(x => x.pIndexElement == pIndexElement && x.lIndexElement == lIndexElement)
.Select(x => x.Value.Value.Value)
.SingleOrDefault());
}
public probParameterElement(
IpIndexElement pIndexElement,
IlIndexElement lIndexElement,
FhirDecimal value)
{
this.pIndexElement = pIndexElement;
this.lIndexElement = lIndexElement;
this.Value = value;
}
public decimal GetElementAtAsdecimal(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement,
IΛIndexElement ΛIndexElement)
{
decimal value = this.Value
.Where(x => x.sIndexElement == sIndexElement && x.lIndexElement == lIndexElement && x.ΛIndexElement == ΛIndexElement)
.Select(x => x.Value.Value.Value)
.SingleOrDefault();
return(value);
}
public IExpectedValueΦResultElement Calculate(
IExpectedValueΦResultElementFactory expectedValueΦResultElementFactory,
IlIndexElement lIndexElement,
IsIndexElement sIndexElement,
IΛIndexElement ΛIndexElement,
Il l,
It t,
IL L,
Ip p,
Iμ μ)
{
int Ls = L.GetElementAtAsint(
sIndexElement);
int τLowerBound = 0;
int τUpperBound = (int)Math.Floor(
(decimal)
(Ls - lIndexElement.Value.Value.Value)
/
t.GetT());
decimal sum = 0;
for (int τ = τLowerBound; τ <= τUpperBound; τ = τ + 1)
{
int lPrimeLowerBound = lIndexElement.Value.Value.Value + τ * t.GetT() + 1;
int lPrimeUpperBound = Ls;
for (int lPrime = lPrimeLowerBound; lPrime <= lPrimeUpperBound; lPrime = lPrime + 1)
{
sum +=
p.GetElementAtAsdecimal(
sIndexElement,
l.GetElementAt(
lPrime),
ΛIndexElement);
}
}
return(expectedValueΦResultElementFactory.Create(
sIndexElement,
lIndexElement,
ΛIndexElement,
μ.GetElementAtAsdecimal(
sIndexElement,
ΛIndexElement)
*
sum));
}
public ΦHatParameterElement(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement,
IΛIndexElement ΛIndexElement,
FhirDecimal value)
{
this.sIndexElement = sIndexElement;
this.lIndexElement = lIndexElement;
this.ΛIndexElement = ΛIndexElement;
this.Value = value;
}
public VarianceΦResultElement(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement,
IΛIndexElement ΛIndexElement,
decimal value)
{
this.sIndexElement = sIndexElement;
this.lIndexElement = lIndexElement;
this.ΛIndexElement = ΛIndexElement;
this.Value = value;
}
public IlIndexElement Create(
PositiveInt value)
{
IlIndexElement indexElement = null;
try
{
indexElement = new lIndexElement(
value);
}
catch (Exception exception)
{
this.Log.Error("Exception message: " + exception.Message + " and stacktrace " + exception.StackTrace);
}
return(indexElement);
}
public IslCrossJoinElement Create(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement)
{
IslCrossJoinElement crossJoinElement = null;
try
{
crossJoinElement = new slCrossJoinElement(
sIndexElement,
lIndexElement);
}
catch (Exception exception)
{
this.Log.Error("Exception message: " + exception.Message + " and stacktrace " + exception.StackTrace);
}
return(crossJoinElement);
}
public IlIndexElement Create(
PositiveInt value)
{
IlIndexElement indexElement = null;
try
{
indexElement = new lIndexElement(
value);
}
catch (Exception exception)
{
this.Log.Error(
exception.Message,
exception);
}
return(indexElement);
}
public IslCrossJoinElement Create(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement)
{
IslCrossJoinElement crossJoinElement = null;
try
{
crossJoinElement = new slCrossJoinElement(
sIndexElement,
lIndexElement);
}
catch (Exception exception)
{
this.Log.Error(
exception.Message,
exception);
}
return(crossJoinElement);
}
public IΦHatResultElement Calculate(
INormalFactory normalFactory,
IΦHatResultElementFactory ΦHatResultElementFactory,
IlIndexElement lIndexElement,
IsIndexElement sIndexElement,
IΛIndexElement ΛIndexElement,
IExpectedValueΦ expectedValueΦ,
IVarianceΦ varianceΦ,
IVHat VHat,
Iυ2 υ2)
{
// https://stackoverflow.com/questions/1662943/standard-normal-distribution-z-value-function-in-c-sharp
MathNet.Numerics.Distributions.Normal normal = (MathNet.Numerics.Distributions.Normal)normalFactory.Create();
return(ΦHatResultElementFactory.Create(
sIndexElement,
lIndexElement,
ΛIndexElement,
(decimal)expectedValueΦ.GetElementAtAsdecimal(
sIndexElement,
lIndexElement,
ΛIndexElement)
+
(decimal)normal.CumulativeDistribution(
(double)(1 - υ2.GetElementAtAsdecimal(
ΛIndexElement)))
*
(decimal)Math.Pow(
Math.Sqrt(
(double)VHat.GetElementAtAsdecimal(
ΛIndexElement)),
-1)
*
(decimal)varianceΦ.GetElementAtAsdecimal(
sIndexElement,
lIndexElement,
ΛIndexElement)));
}
public IExpectedValueΦResultElement Create(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement,
IΛIndexElement ΛIndexElement,
decimal value)
{
IExpectedValueΦResultElement resultElement = null;
try
{
resultElement = new ExpectedValueΦResultElement(
sIndexElement,
lIndexElement,
ΛIndexElement,
value);
}
catch (Exception exception)
{
this.Log.Error("Exception message: " + exception.Message + " and stacktrace " + exception.StackTrace);
}
return(resultElement);
}
public IpParameterElement Create(
IsIndexElement sIndexElement,
IlIndexElement lIndexElement,
IΛIndexElement ΛIndexElement,
FhirDecimal value)
{
IpParameterElement parameterElement = null;
try
{
parameterElement = new pParameterElement(
sIndexElement,
lIndexElement,
ΛIndexElement,
value);
}
catch (Exception exception)
{
this.Log.Error("Exception message: " + exception.Message + " and stacktrace " + exception.StackTrace);
}
return(parameterElement);
}
public IVarianceΦResultElement Calculate(
IVarianceΦResultElementFactory varianceΦResultElementFactory,
IlIndexElement lIndexElement,
IsIndexElement sIndexElement,
IΛIndexElement ΛIndexElement,
Il l,
It t,
IL L,
Ip p,
Iμ μ,
Iσ σ)
{
int Ls = L.GetElementAtAsint(
sIndexElement);
int τLowerBound = 0;
int τUpperBound = (int)Math.Floor(
(decimal)
(Ls - lIndexElement.Value.Value.Value)
/
t.GetT());
// Mean
decimal meanSum = 0;
for (int τ = τLowerBound; τ <= τUpperBound; τ = τ + 1)
{
int lPrimeLowerBound = lIndexElement.Value.Value.Value + τ * t.GetT() + 1;
int lPrimeVarianceUpperBound = Math.Min(
lIndexElement.Value.Value.Value + τ * t.GetT() + t.GetT(),
Ls);
int lPrimeCovarianceUpperBound = Math.Min(
lIndexElement.Value.Value.Value + τ * t.GetT() + t.GetT(),
Ls - 1);
// Mean: Variance
for (int lPrime = lPrimeLowerBound; lPrime <= lPrimeVarianceUpperBound; lPrime = lPrime + 1)
{
meanSum +=
(τ + 1)
*
p.GetElementAtAsdecimal(
sIndexElement,
l.GetElementAt(
lPrime),
ΛIndexElement)
*
(1 - p.GetElementAtAsdecimal(
sIndexElement,
l.GetElementAt(
lPrime),
ΛIndexElement));
}
// Mean: Covariance
for (int lPrime = lPrimeLowerBound; lPrime <= lPrimeCovarianceUpperBound; lPrime = lPrime + 1)
{
int lHatLowerBound = lPrime + 1;
int lHatUpperBound = Ls;
for (int lHat = lHatLowerBound; lHat <= lHatUpperBound; lHat = lHat + 1)
{
meanSum -=
(τ + 1)
*
2
*
p.GetElementAtAsdecimal(
sIndexElement,
l.GetElementAt(
lPrime),
ΛIndexElement)
*
p.GetElementAtAsdecimal(
sIndexElement,
l.GetElementAt(
lHat),
ΛIndexElement);
}
}
}
// Variance
decimal varianceSum = 0;
for (int τ = τLowerBound; τ <= τUpperBound; τ = τ + 1)
{
int lPrimeLowerBound = lIndexElement.Value.Value.Value + τ * t.GetT() + 1;
int lPrimeUpperBound = Ls;
for (int lPrime = lPrimeLowerBound; lPrime <= lPrimeUpperBound; lPrime = lPrime + 1)
{
varianceSum +=
p.GetElementAtAsdecimal(
sIndexElement,
l.GetElementAt(
lPrime),
ΛIndexElement);
}
}
return(varianceΦResultElementFactory.Create(
sIndexElement,
lIndexElement,
ΛIndexElement,
μ.GetElementAtAsdecimal(
sIndexElement,
ΛIndexElement)
*
meanSum
+
σ.GetElementAtAsdecimal(
sIndexElement,
ΛIndexElement)
*
σ.GetElementAtAsdecimal(
sIndexElement,
ΛIndexElement)
*
varianceSum
*
varianceSum));
}