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white noise python

Innocent Iguana answered on January 19, 2023 Popularity 6/10 Helpfulness 3/10

answer white noise python

white noise python

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# White noise = constant mean, constant variance, zero auto-correlation at all lags
# Gaussian White noise = any normally distributed data that has white noise
import numpy as np
# Randomly generate normally distributed data with 0 mean and 1 standard deviation
gauss_noise = np.random.normal(loc=0, scale=1, size=500)
# Visualize the noise
plt.plot(gauss_noise)
# Visualize auto-correlation of the noise
from statsmodels.graphics.tsaplots import plot_acf
plot_acf(gauss_noise, lags=50)

Popularity 6/10 Helpfulness 3/10 Language python

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Contributed on Jan 19 2023

Innocent Iguana

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