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MCOL-1983 Use long double for internal calculations of regr_*** functions.

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David Hall
2019-01-21 14:39:51 -06:00
parent eb75d3cd7e
commit 16a6a0a27c
11 changed files with 100 additions and 100 deletions
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32
utils/regr/regr_r2.cpp
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@ -39,11 +39,11 @@ static Add_regr_r2_ToUDAFMap addToMap;
struct regr_r2_data
{
uint64_t cnt;
double sumx;
double sumx2; // sum of (x squared)
double sumy;
double sumy2; // sum of (y squared)
double sumxy; // sum of x * y
long double sumx;
long double sumx2; // sum of (x squared)
long double sumy;
long double sumy2; // sum of (y squared)
long double sumxy; // sum of x * y
};
@ -153,13 +153,13 @@ mcsv1_UDAF::ReturnCode regr_r2::evaluate(mcsv1Context* context, static_any::any&
double N = data->cnt;
if (N > 1)
{
double sumx = data->sumx;
double sumy = data->sumy;
double sumx2 = data->sumx2;
double sumy2 = data->sumy2;
double sumxy = data->sumxy;
long double sumx = data->sumx;
long double sumy = data->sumy;
long double sumx2 = data->sumx2;
long double sumy2 = data->sumy2;
long double sumxy = data->sumxy;
double var_popx = (sumx2 - (sumx * sumx / N)) / N;
long double var_popx = (sumx2 - (sumx * sumx / N)) / N;
if (var_popx == 0)
{
// When var_popx is 0, NULL is the result.
@ -172,11 +172,11 @@ mcsv1_UDAF::ReturnCode regr_r2::evaluate(mcsv1Context* context, static_any::any&
valOut = 1.0;
return mcsv1_UDAF::SUCCESS;
}
double std_popx = sqrt(var_popx);
double std_popy = sqrt(var_popy);
double covar_pop = (sumxy - ((sumx * sumy) / N)) / N;
double corr = covar_pop / (std_popy * std_popx);
valOut = corr * corr;
long double std_popx = sqrt(var_popx);
long double std_popy = sqrt(var_popy);
long double covar_pop = (sumxy - ((sumx * sumy) / N)) / N;
long double corr = covar_pop / (std_popy * std_popx);
valOut = static_cast<double>(corr * corr);
}
return mcsv1_UDAF::SUCCESS;
}