C# Class DataDebugMethods.Analysis

Show file Open project: plasma-umass/DataDebug

Public Methods

Method	Description
BootstrapFrequency ( IEnumerable boots ) : double>.Dictionary
ConvertToNumericOutput ( FunctionOutput boots ) : FunctionOutput[]
DataDebug ( int num_bootstraps, DAG dag, Microsoft.Office.Interop.Excel app, bool weighted, bool all_outputs, long max_duration_in_ms, Stopwatch sw, double significance, ProgBar pb ) : int>.System.Collections.Generic.Dictionary
DictAdd ( int>.System.Collections.Generic.Dictionary d1, int>.System.Collections.Generic.Dictionary d2 ) : int>.System.Collections.Generic.Dictionary
FunctionOutputsAreNumeric ( FunctionOutput boots ) : bool
Inference ( int num_bootstraps, InputSample resamples, InputSample>.Dictionary initial_inputs, string>.Dictionary initial_outputs, AST input_arr, AST output_arr, DAG dag, bool weighted, double significance, ProgBar pb ) : int>.System.Collections.Generic.Dictionary
NumericHypothesisTest ( DAG dag, AST rangeNode, AST functionNode, FunctionOutput boots, string initial_output, bool weighted, double significance ) : int>.System.Collections.Generic.Dictionary
RejectNullHypothesis ( FunctionOutput boots, string original_output, int exclude_index, double significance ) : bool
RejectNullHypothesis ( FunctionOutput boots, string original_output, int exclude_index, double significance ) : double
Resample ( int num_bootstraps, InputSample orig_vals, Random rng ) : DataDebugMethods.InputSample[]
SortBootstraps ( FunctionOutput boots ) : FunctionOutput[]
StoreOutputs ( AST outputs, DAG dag ) : string>.Dictionary
StringHypothesisTest ( DAG dag, AST rangeNode, AST functionNode, FunctionOutput boots, string initial_output, bool weighted, double significance ) : int>.System.Collections.Generic.Dictionary

Private Methods

Method	Description
PropagateNodeWeight ( AST node, DAG dag ) : int
PropagateWeights ( DAG dag ) : void
StoreInputs ( AST inputs, DAG dag ) : InputSample>.Dictionary

Method Details

BootstrapFrequency() public static method

public static BootstrapFrequency ( IEnumerable boots ) : double>.Dictionary
boots	IEnumerable
return	double>.Dictionary

ConvertToNumericOutput() public static method

public static ConvertToNumericOutput ( FunctionOutput boots ) : FunctionOutput[]
boots	FunctionOutput
return	FunctionOutput[]

DataDebug() public static method

public static DataDebug ( int num_bootstraps, DAG dag, Microsoft.Office.Interop.Excel app, bool weighted, bool all_outputs, long max_duration_in_ms, Stopwatch sw, double significance, ProgBar pb ) : int>.System.Collections.Generic.Dictionary
num_bootstraps	int
dag	DAG
app	Microsoft.Office.Interop.Excel
weighted	bool
all_outputs	bool
max_duration_in_ms	long
sw	System.Diagnostics.Stopwatch
significance	double
pb	ProgBar
return	int>.System.Collections.Generic.Dictionary

DictAdd() public static method

public static DictAdd ( int>.System.Collections.Generic.Dictionary d1, int>.System.Collections.Generic.Dictionary d2 ) : int>.System.Collections.Generic.Dictionary
d1	int>.System.Collections.Generic.Dictionary
d2	int>.System.Collections.Generic.Dictionary
return	int>.System.Collections.Generic.Dictionary

FunctionOutputsAreNumeric() public static method

public static FunctionOutputsAreNumeric ( FunctionOutput boots ) : bool
boots	FunctionOutput
return	bool

Inference() public static method

public static Inference ( int num_bootstraps, InputSample resamples, InputSample>.Dictionary initial_inputs, string>.Dictionary initial_outputs, AST input_arr, AST output_arr, DAG dag, bool weighted, double significance, ProgBar pb ) : int>.System.Collections.Generic.Dictionary
num_bootstraps	int
resamples	InputSample
initial_inputs	InputSample>.Dictionary
initial_outputs	string>.Dictionary
input_arr	AST
output_arr	AST
dag	DAG
weighted	bool
significance	double
pb	ProgBar
return	int>.System.Collections.Generic.Dictionary

NumericHypothesisTest() public static method

public static NumericHypothesisTest ( DAG dag, AST rangeNode, AST functionNode, FunctionOutput boots, string initial_output, bool weighted, double significance ) : int>.System.Collections.Generic.Dictionary
dag	DAG
rangeNode	AST
functionNode	AST
boots	FunctionOutput
initial_output	string
weighted	bool
significance	double
return	int>.System.Collections.Generic.Dictionary

RejectNullHypothesis() public static method

public static RejectNullHypothesis ( FunctionOutput boots, string original_output, int exclude_index, double significance ) : bool
boots	FunctionOutput
original_output	string
exclude_index	int
significance	double
return	bool

RejectNullHypothesis() public static method

public static RejectNullHypothesis ( FunctionOutput boots, string original_output, int exclude_index, double significance ) : double
boots	FunctionOutput
original_output	string
exclude_index	int
significance	double
return	double

Resample() public static method

public static Resample ( int num_bootstraps, InputSample orig_vals, Random rng ) : DataDebugMethods.InputSample[]
num_bootstraps	int
orig_vals	InputSample
rng	System.Random
return	DataDebugMethods.InputSample[]

SortBootstraps() public static method

public static SortBootstraps ( FunctionOutput boots ) : FunctionOutput[]
boots	FunctionOutput
return	FunctionOutput[]

StoreOutputs() public static method

public static StoreOutputs ( AST outputs, DAG dag ) : string>.Dictionary
outputs	AST
dag	DAG
return	string>.Dictionary

StringHypothesisTest() public static method

public static StringHypothesisTest ( DAG dag, AST rangeNode, AST functionNode, FunctionOutput boots, string initial_output, bool weighted, double significance ) : int>.System.Collections.Generic.Dictionary
dag	DAG
rangeNode	AST
functionNode	AST
boots	FunctionOutput
initial_output	string
weighted	bool
significance	double
return	int>.System.Collections.Generic.Dictionary