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ChiSquaredAnalysis

datasynth_eval::statistical

Struct ChiSquaredAnalysis

pub struct ChiSquaredAnalysis {
    pub sample_size: usize,
    pub num_bins: usize,
    pub degrees_of_freedom: usize,
    pub statistic: f64,
    pub p_value: f64,
    pub significance_level: f64,
    pub passes: bool,
    pub critical_value: f64,
    pub bin_frequencies: Vec<BinFrequency>,
    pub cramers_v: f64,
    pub issues: Vec<String>,
}

Expand description

Chi-squared test results.

Fields§

§sample_size: usize

Sample size

§num_bins: usize

Number of bins

§degrees_of_freedom: usize

Degrees of freedom

§statistic: f64

Chi-squared test statistic

§p_value: f64

P-value

§significance_level: f64

Significance level used for pass/fail

§passes: bool

Whether the test passes

§critical_value: f64

Critical value at significance level

§bin_frequencies: Vec<BinFrequency>

Bin frequencies with observed vs expected

§cramers_v: f64

Cramér’s V effect size (0 = no association, 1 = perfect association)

§issues: Vec<String>

Issues found during analysis

Trait Implementations§

impl Clone for ChiSquaredAnalysis

fn clone(&self) -> ChiSquaredAnalysis

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 ChiSquaredAnalysis

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for ChiSquaredAnalysis

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for ChiSquaredAnalysis

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for ChiSquaredAnalysis

impl RefUnwindSafe for ChiSquaredAnalysis

impl Send for ChiSquaredAnalysis

impl Sync for ChiSquaredAnalysis

impl Unpin for ChiSquaredAnalysis

impl UnwindSafe for ChiSquaredAnalysis

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<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

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.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,