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DescriptiveStats

cyanea_stats::descriptive

Struct DescriptiveStats

pub struct DescriptiveStats {Show 15 fields
    pub count: usize,
    pub mean: f64,
    pub median: f64,
    pub variance: f64,
    pub sample_variance: f64,
    pub std_dev: f64,
    pub sample_std_dev: f64,
    pub min: f64,
    pub max: f64,
    pub range: f64,
    pub q1: f64,
    pub q3: f64,
    pub iqr: f64,
    pub skewness: f64,
    pub kurtosis: f64,
}

Expand description

Aggregate descriptive statistics for a numeric sample.

Fields§

§count: usize

Number of observations.

§mean: f64

Arithmetic mean.

§median: f64

Median (50th percentile).

§variance: f64

Population variance (ddof=0).

§sample_variance: f64

Sample variance (ddof=1).

§std_dev: f64

Population standard deviation.

§sample_std_dev: f64

Sample standard deviation.

§min: f64

Minimum value.

§max: f64

Maximum value.

§range: f64

Range (max - min).

§q1: f64

First quartile (25th percentile).

§q3: f64

Third quartile (75th percentile).

§iqr: f64

Interquartile range (q3 - q1).

§skewness: f64

Skewness (Fisher’s definition, population).

§kurtosis: f64

Excess kurtosis (population).

Trait Implementations§

impl Clone for DescriptiveStats

fn clone(&self) -> DescriptiveStats

Returns a duplicate of the value. Read more

1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

impl Debug for DescriptiveStats

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

impl Summarizable for DescriptiveStats

fn summary(&self) -> String

A one-line summary suitable for display.

Auto Trait Implementations§

impl Freeze for DescriptiveStats

impl RefUnwindSafe for DescriptiveStats

impl Send for DescriptiveStats

impl Sync for DescriptiveStats

impl Unpin for DescriptiveStats

impl UnsafeUnpin for DescriptiveStats

impl UnwindSafe for DescriptiveStats

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> Same for T

type Output = T

Should always be Self

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.