ana4Stats.probAna.createSampleWithVariationStandardParameters¶
- createSampleWithVariationStandardParameters(cfgProb, cfgStart, varParList, valVariationValue, varType)[source]¶
create a sample for a parameter variation using latin hypercube sampling
- Parameters
cfgProb (configparser object) – configuration settings for parameter variation
cfgStart (configparser object) – configuration settings for comMod without variation values
varParList (list) – list of parameters that shall be varied
valVariationValue (list) – list if value used for variation
varType (list) – list of type of variation for each parameter (percent, range, rangefromci)
- Returns
paramValuesD –
- dictionary used to pass parameter variation values
- names: list
list of parameter names (that are varied)
- values: numpy nd array
as many rows as sets of parameter values and as many rows as parameters
- typeList: list
list of types of parameters (float, …)
- thFromIni: str
str of parameter names where the base value is read from shape
- Return type
dict