RollingIQR¶
Computes the rolling interquartile range.
Parameters¶
-
window_size
Type → int
Size of the window.
-
q_inf
Default →
0.25
Desired inferior quantile, must be between 0 and 1. Defaults to
0.25
. -
q_sup
Default →
0.75
Desired superior quantile, must be between 0 and 1. Defaults to
0.75
.
Attributes¶
-
name
-
window_size
Examples¶
from river import stats
rolling_iqr = stats.RollingIQR(
q_inf=0.25,
q_sup=0.75,
window_size=101
)
for i in range(0, 1001):
rolling_iqr.update(i)
if i % 100 == 0:
print(rolling_iqr.get())
0.0
50.0
50.0
50.0
50.0
50.0
50.0
50.0
50.0
50.0
50.0
Methods¶
get
Return the current value of the statistic.
update
Update the called instance.
Parameters
- x — 'numbers.Number'