//#include "StdAfx.h" #include "Bias.h" #include "math.h" CBias::CBias(void) : cumulativeBiasZScore(0) , P_Chi2(.5) { CreateChi2Test(); ResetAll(); } CBias::~CBias(void) { delete MetaChi2; } // Tests a 32 bit word void CBias::InsertWord32(uint32_t InWord32) { blockBiasCount += BitCount.GetCount32(InWord32); // Every 2^16 bits calc cumulative bias and chi^2 if ( (++blockWordCount)>=2048 ) { // calculate unit bias double BlockZScore = (2.*blockBiasCount-(32*blockWordCount))/(sqrt(32.0*blockWordCount)); // Chi^2 for bias using binomial chi^2 test Chi2Binomial MetaChi2->Insert(blockBiasCount); P_Chi2 = MetaChi2->GetPvalue(); totalBiasCount += blockBiasCount; formerBlockBiasCount = blockBiasCount; totalBlockCount++; cumulativeBiasZScore = ((2.*totalBiasCount) - (65536.*totalBlockCount)) / sqrt(65536.*totalBlockCount); ResetTest(); } } // Resets current test void CBias::ResetTest() { blockWordCount = 0; blockBiasCount = 0; } // Resets all void CBias::ResetAll() { P_Chi2 = .5; cumulativeBiasZScore = 0.; totalBiasCount = 0; totalBlockCount = 0; // BiasChi2.ResetAll(); MetaChi2->Reset(); ResetTest(); } void CBias::CreateChi2Test(void) { double pTable[] = { 0.0016751591157826984, 0.0008125704223141780, 0.0011538175281394167, 0.0016130041110183372, 0.0022200160266961827, 0.0030081473713346360, 0.0040129572987985991, 0.0052705078207208266, 0.0068149541705240074, 0.0086755302334023398, 0.0108730598645528967, 0.0134162222471676280, 0.0162978932289932796, 0.0194919592594017396, 0.0229510396552503468, 0.0266055419211793493, 0.0303644043131267252, 0.0341177483099464753, 0.0377414795440626524, 0.0411036575708872835, 0.0440722296391575050, 0.0465235232774633227, 0.0483507488411394182, 0.0494717022548410683, 0.0467242519481981447, 0.0494717022548410683, 0.0483507488411394182, 0.0465235232774633227, 0.0440722296391575050, 0.0411036575708872835, 0.0377414795440626524, 0.0341177483099464753, 0.0303644043131267252, 0.0266055419211793493, 0.0229510396552503468, 0.0194919592594017396, 0.0162978932289932796, 0.0134162222471676280, 0.0108730598645528967, 0.0086755302334023398, 0.0068149541705240074, 0.0052705078207208266, 0.0040129572987985991, 0.0030081473713346360, 0.0022200160266961827, 0.0016130041110183372, 0.0011538175281394167, 0.0008125704223141780, 0.0016751591157826984 }; double boundryTable[] = { 32392, 32408, 32424, 32440, 32456, 32472, 32488, 32504, 32520, 32536, 32552, 32568, 32584, 32600, 32616, 32632, 32648, 32664, 32680, 32696, 32712, 32728, 32744, 32760, 32775, 32791, 32807, 32823, 32839, 32855, 32871, 32887, 32903, 32919, 32935, 32951, 32967, 32983, 32999, 33015, 33031, 33047, 33063, 33079, 33095, 33111, 33127, 33143, 1e100 }; MetaChi2 = new Chi2(49, pTable, false, boundryTable, false); }