histogram/test/accumulators_weighted_sum_test.cpp
Jay Gohil 10c19df918
Add fraction accumulator (for calculating efficiencies, etc) (#361)
* Added fraction accumulator
* Added binomial proportion interval computers: Wald, Wilson Score, Clopper Pearson, Jeffreys
* Width of intervals for all classes can be set via deviation or confidence_level
* Support valarray in histogram::fill
* Add fraction and count to user guide

Co-authored-by: Hans Dembinski <hans.dembinski@gmail.com>
Co-authored-by: Hans Dembinski <HDembinski@users.noreply.github.com>
2022-09-28 11:18:46 +02:00

115 lines
2.8 KiB
C++

// Copyright 2015-2018 Hans Dembinski
//
// Distributed under the Boost Software License, Version 1.0.
// (See accompanying file LICENSE_1_0.txt
// or copy at http://www.boost.org/LICENSE_1_0.txt)
#include <boost/core/lightweight_test.hpp>
#include <boost/histogram/accumulators/ostream.hpp>
#include <boost/histogram/accumulators/sum.hpp>
#include <boost/histogram/accumulators/weighted_sum.hpp>
#include <boost/histogram/detail/square.hpp>
#include <boost/histogram/weight.hpp>
#include <sstream>
#include "str.hpp"
#include "throw_exception.hpp"
using namespace boost::histogram;
using namespace std::literals;
using w_t = accumulators::weighted_sum<double>;
int main() {
{
w_t w;
BOOST_TEST_EQ(str(w), "weighted_sum(0, 0)"s);
BOOST_TEST_EQ(str(w, 20, false), " weighted_sum(0, 0)"s);
BOOST_TEST_EQ(str(w, 20, true), "weighted_sum(0, 0) "s);
BOOST_TEST_EQ(w, w_t{});
BOOST_TEST_EQ(w, w_t(0));
BOOST_TEST_NE(w, w_t(1));
w = w_t(1);
BOOST_TEST_EQ(w.value(), 1);
BOOST_TEST_EQ(w.variance(), 1);
BOOST_TEST_EQ(w, 1);
BOOST_TEST_NE(w, 2);
w += weight(2);
BOOST_TEST_EQ(w.value(), 3);
BOOST_TEST_EQ(w.variance(), 5);
BOOST_TEST_EQ(w, w_t(3, 5));
BOOST_TEST_NE(w, w_t(3));
w += w_t(1, 2);
BOOST_TEST_EQ(w.value(), 4);
BOOST_TEST_EQ(w.variance(), 7);
// consistency: a weighted counter increased by weight 1 multiplied
// by 2 must be the same as a weighted counter increased by weight 2
w_t u(0);
++u;
u *= 2;
BOOST_TEST_EQ(u, w_t(2, 4));
w_t v(0);
v += weight(2);
BOOST_TEST_EQ(u, v);
// conversion to RealType
w_t y(1, 2);
BOOST_TEST_NE(y, 1);
BOOST_TEST_EQ(static_cast<double>(y), 1);
BOOST_TEST_EQ(w_t() += w_t(), w_t());
}
// sum nested in weighted_sum
{
using s_t = accumulators::weighted_sum<accumulators::sum<double>>;
s_t w;
++w;
w += weight(1e100);
++w;
w += weight(-1e100);
BOOST_TEST_EQ(w.value(), 2);
BOOST_TEST_EQ(w.variance(), 2e200);
BOOST_TEST_EQ(s_t() += s_t(), s_t());
}
// division 1
{
w_t a{1, 2};
w_t b{2, 3};
auto c = a;
c /= b;
BOOST_TEST_EQ(c.value(), 0.5);
// error propagation for independent a and b:
// var(c)/c^2 = var(a)/a^2 + var(b)/b^2
BOOST_TEST_EQ(c.variance() / detail::square(c.value()),
a.variance() / detail::square(a.value()) +
b.variance() / detail::square(b.value()));
}
// division with implicit conversion
{
w_t a{1, 2};
double b = 2;
auto c = a;
c /= b;
BOOST_TEST_EQ(c.value(), 0.5);
// var(b) = b
BOOST_TEST_EQ(c.variance() / detail::square(c.value()),
a.variance() / detail::square(a.value()) + 1.0 / b);
}
return boost::report_errors();
}