EnhancedPeriodogramFeatures

scirs2_series::features::frequency

Struct EnhancedPeriodogramFeatures 

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pub struct EnhancedPeriodogramFeatures<F> {
Show 39 fields
    pub bartlett_periodogram: Vec<F>,
    pub welch_periodogram: Vec<F>,
    pub multitaper_periodogram: Vec<F>,
    pub blackman_tukey_periodogram: Vec<F>,
    pub capon_periodogram: Vec<F>,
    pub music_periodogram: Vec<F>,
    pub ar_periodogram: Vec<F>,
    pub window_type: WindowTypeInfo<F>,
    pub window_effectiveness: F,
    pub spectral_leakage: F,
    pub optimal_window_type: String,
    pub window_comparison_metrics: Vec<F>,
    pub cross_periodogram: Vec<F>,
    pub coherence_function: Vec<F>,
    pub phase_spectrum_result: PhaseSpectrumResult<F>,
    pub periodogram_xcorr: Vec<F>,
    pub confidence_intervals: Vec<(F, F)>,
    pub peak_significance: Vec<F>,
    pub goodness_of_fit_statistics: Vec<F>,
    pub variance_estimates: Vec<F>,
    pub bias_estimates: Vec<F>,
    pub bias_corrected_periodogram: Vec<F>,
    pub variance_reduced_periodogram: Vec<F>,
    pub smoothed_periodogram: Vec<F>,
    pub zero_padded_periodogram: Vec<F>,
    pub zero_padding_effectiveness: F,
    pub interpolated_periodogram: Vec<F>,
    pub interpolation_effectiveness: F,
    pub snr_estimate: F,
    pub dynamic_range: F,
    pub spectral_purity_measure: F,
    pub frequency_stability_measures: Vec<F>,
    pub error_bounds: Vec<F>,
    pub computational_efficiency: F,
    pub memory_efficiency: F,
    pub multiscale_coherence: Vec<F>,
    pub cross_scale_correlations: Vec<F>,
    pub hierarchical_analysis: Vec<F>,
    pub scale_dependent_statistics: Vec<F>,

}
Expand description

Enhanced periodogram analysis features

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§bartlett_periodogram: Vec<F>

Bartlett’s method periodogram (averaged periodograms)

§welch_periodogram: Vec<F>

Enhanced Welch’s method periodogram

§multitaper_periodogram: Vec<F>

Multitaper periodogram using Thomson’s method

§blackman_tukey_periodogram: Vec<F>

Blackman-Tukey periodogram

§capon_periodogram: Vec<F>

Capon’s minimum variance periodogram

§music_periodogram: Vec<F>

MUSIC (Multiple Signal Classification) periodogram

§ar_periodogram: Vec<F>

Enhanced autoregressive periodogram

§window_type: WindowTypeInfo<F>

Window type information and characteristics

§window_effectiveness: F

Window effectiveness metrics

§spectral_leakage: F

Spectral leakage measurements

§optimal_window_type: String

Optimal window selection results

§window_comparison_metrics: Vec<F>

Window comparison metrics

§cross_periodogram: Vec<F>

Cross-periodogram values

§coherence_function: Vec<F>

Coherence function values

§phase_spectrum_result: PhaseSpectrumResult<F>

Phase spectrum analysis results

§periodogram_xcorr: Vec<F>

Cross-correlation from periodogram

§confidence_intervals: Vec<(F, F)>

Confidence intervals for periodogram estimates

§peak_significance: Vec<F>

Statistical significance of peaks

§goodness_of_fit_statistics: Vec<F>

Goodness-of-fit test results

§variance_estimates: Vec<F>

Variance and bias estimates

§bias_estimates: Vec<F>

Bias estimates

§bias_corrected_periodogram: Vec<F>

Bias-corrected periodogram

§variance_reduced_periodogram: Vec<F>

Variance-reduced periodogram

§smoothed_periodogram: Vec<F>

Smoothed periodogram

§zero_padded_periodogram: Vec<F>

Zero-padded periodogram for improved resolution

§zero_padding_effectiveness: F

Zero-padding effectiveness measure

§interpolated_periodogram: Vec<F>

Interpolated periodogram

§interpolation_effectiveness: F

Interpolation effectiveness measure

§snr_estimate: F

Signal-to-noise ratio estimate

§dynamic_range: F

Dynamic range of periodogram

§spectral_purity_measure: F

Spectral purity measure

§frequency_stability_measures: Vec<F>

Frequency stability measures

§error_bounds: Vec<F>

Estimation error bounds

§computational_efficiency: F

Computational efficiency metrics

§memory_efficiency: F

Memory efficiency metrics

§multiscale_coherence: Vec<F>

Multiscale coherence analysis

§cross_scale_correlations: Vec<F>

Cross-scale correlation results

§hierarchical_analysis: Vec<F>

Hierarchical structure analysis results

§scale_dependent_statistics: Vec<F>

Scale-dependent statistics

Trait Implementations§

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impl<F: Clone> Clone for EnhancedPeriodogramFeatures<F>

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fn clone(&self) -> EnhancedPeriodogramFeatures<F>

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
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impl<F: Debug> Debug for EnhancedPeriodogramFeatures<F>

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

Formats the value using the given formatter. Read more
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impl<F> Default for EnhancedPeriodogramFeatures<F>
where F: Float + FromPrimitive + Default,

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fn default() -> Self

Returns the “default value” for a type. Read more

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