pub struct MedianMa { /* private fields */ }Expand description
Median Moving Average — the rolling median of the last period inputs.
For an odd period the output is the middle order statistic of the window;
for an even period it is the average of the two central values. Because it
is a rank statistic rather than a sum, the median MA is far more robust to
single outliers than the Sma: a lone spike shifts the rank
by at most one position instead of dragging the whole average.
Each update slides the window and computes the median by sorting a copy of
the period buffered values — O(period · log period) per step, with the
period fixed and bounded.
§Example
use wickra_core::{Indicator, MedianMa};
let mut indicator = MedianMa::new(5).unwrap();
let mut last = None;
for i in 0..80 {
last = indicator.update(100.0 + f64::from(i));
}
assert!(last.is_some());Implementations§
Trait Implementations§
Source§impl Indicator for MedianMa
impl Indicator for MedianMa
Source§fn update(&mut self, input: f64) -> Option<f64>
fn update(&mut self, input: f64) -> Option<f64>
Feed one new data point into the indicator and return the freshly computed
output, or
None if the indicator is still warming up.Source§fn reset(&mut self)
fn reset(&mut self)
Reset all internal state, leaving the indicator equivalent to a freshly
constructed instance with the same parameters.
Source§fn warmup_period(&self) -> usize
fn warmup_period(&self) -> usize
Number of inputs required before the first non-
None output can be produced.Auto Trait Implementations§
impl Freeze for MedianMa
impl RefUnwindSafe for MedianMa
impl Send for MedianMa
impl Sync for MedianMa
impl Unpin for MedianMa
impl UnsafeUnpin for MedianMa
impl UnwindSafe for MedianMa
Blanket Implementations§
Source§impl<T> BatchExt for Twhere
T: Indicator,
impl<T> BatchExt for Twhere
T: Indicator,
Source§fn batch(&mut self, inputs: &[Self::Input]) -> Vec<Option<Self::Output>>
fn batch(&mut self, inputs: &[Self::Input]) -> Vec<Option<Self::Output>>
Run the indicator over a slice of inputs in order, returning one output (or
None during warmup) per input.Source§impl<T> BatchNanExt for T
impl<T> BatchNanExt for T
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more