Files
sqlite3/ext/stats/welford_test.go
2023-12-02 12:17:18 +00:00

82 lines
1.4 KiB
Go

package stats
import (
"math"
"testing"
)
func Test_welford(t *testing.T) {
t.Parallel()
var s1, s2 welford
s1.enqueue(4)
s1.enqueue(7)
s1.enqueue(13)
s1.enqueue(16)
if got := s1.average(); got != 10 {
t.Errorf("got %v, want 10", got)
}
if got := s1.var_samp(); got != 30 {
t.Errorf("got %v, want 30", got)
}
if got := s1.var_pop(); got != 22.5 {
t.Errorf("got %v, want 22.5", got)
}
if got := s1.stddev_samp(); got != math.Sqrt(30) {
t.Errorf("got %v, want √30", got)
}
if got := s1.stddev_pop(); got != math.Sqrt(22.5) {
t.Errorf("got %v, want √22.5", got)
}
s1.dequeue(4)
s2.enqueue(7)
s2.enqueue(13)
s2.enqueue(16)
if s1.var_pop() != s2.var_pop() {
t.Errorf("got %v, want %v", s1, s2)
}
}
func Test_covar(t *testing.T) {
t.Parallel()
var c1, c2 welford2
c1.enqueue(3, 70)
c1.enqueue(5, 80)
c1.enqueue(2, 60)
c1.enqueue(7, 90)
c1.enqueue(4, 75)
if got := c1.covar_samp(); got != 21.25 {
t.Errorf("got %v, want 21.25", got)
}
if got := c1.covar_pop(); got != 17 {
t.Errorf("got %v, want 17", got)
}
c1.dequeue(3, 70)
c2.enqueue(5, 80)
c2.enqueue(2, 60)
c2.enqueue(7, 90)
c2.enqueue(4, 75)
if c1.covar_pop() != c2.covar_pop() {
t.Errorf("got %v, want %v", c1.covar_pop(), c2.covar_pop())
}
}
func Test_correlation(t *testing.T) {
t.Parallel()
var c welford2
c.enqueue(1, 3)
c.enqueue(2, 2)
c.enqueue(3, 1)
if got := c.correlation(); got != -1 {
t.Errorf("got %v, want -1", got)
}
}