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Same height of HISTOGRAM and a DIFFERENT gaussian curve, not related to histogram data
Histogram peak identification and gauss fitting with minimal accumulated hight difference in c++Statistical analysis on Bell shaped (Gaussian) curveUn-normalized Gaussian curve on histogramCreating a 1D Second derivative of gaussian Windowhow to generate new points as offset with gaussian distribution for some points in spherical coordinates in pythonpython: selecting part of a gaussian fit curve of a histogram for analysisPlotting histogram with theoretical curve: Random realizationFitting un-normalized gaussian in histogram pythonrandomly select histogram data MATLABHow to plot a gaussian curve over histogram in chart.js?
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I have one data something like this, but with 1000 points:
fractions = [ 85,86,78,89,73,80,85,79,......83]
(we could assume a 1000 random points between (70,90)
(edit: I want the maximum height of the Gaussian the be the same as maximum height of histogram.)
And I want to compare this with a gaussian curve given by
def quasars_gaussian_curve(mu= 45,sigma=0.35):
x = np.linspace(mu - 3*sigma, mu + 3*sigma, 100)
plt.plot(x, stats.norm.pdf(x, mu, sigma)
So when I do this:
quasars_gaussian_curve(mu, sigma))
plt.hist(fraction,density = 1)
plt.show()
I get this :
! [Histogram vs gaussian: I need the gaussian to have the same height as my histogram]
https://imgur.com/hqrnfCH
python histogram gaussian curve
add a comment
|
I have one data something like this, but with 1000 points:
fractions = [ 85,86,78,89,73,80,85,79,......83]
(we could assume a 1000 random points between (70,90)
(edit: I want the maximum height of the Gaussian the be the same as maximum height of histogram.)
And I want to compare this with a gaussian curve given by
def quasars_gaussian_curve(mu= 45,sigma=0.35):
x = np.linspace(mu - 3*sigma, mu + 3*sigma, 100)
plt.plot(x, stats.norm.pdf(x, mu, sigma)
So when I do this:
quasars_gaussian_curve(mu, sigma))
plt.hist(fraction,density = 1)
plt.show()
I get this :
! [Histogram vs gaussian: I need the gaussian to have the same height as my histogram]
https://imgur.com/hqrnfCH
python histogram gaussian curve
normed=True
in plt.hist
– mamun
Mar 28 at 21:59
normed has been depreciated to 'density', and I have used that in my example too.
– WildBoi11
Mar 28 at 22:02
Sorry, let me rephrase my question. I want the maximum height of the Gaussian to be the same as the Histogram.
– WildBoi11
Mar 28 at 22:04
add a comment
|
I have one data something like this, but with 1000 points:
fractions = [ 85,86,78,89,73,80,85,79,......83]
(we could assume a 1000 random points between (70,90)
(edit: I want the maximum height of the Gaussian the be the same as maximum height of histogram.)
And I want to compare this with a gaussian curve given by
def quasars_gaussian_curve(mu= 45,sigma=0.35):
x = np.linspace(mu - 3*sigma, mu + 3*sigma, 100)
plt.plot(x, stats.norm.pdf(x, mu, sigma)
So when I do this:
quasars_gaussian_curve(mu, sigma))
plt.hist(fraction,density = 1)
plt.show()
I get this :
! [Histogram vs gaussian: I need the gaussian to have the same height as my histogram]
https://imgur.com/hqrnfCH
python histogram gaussian curve
I have one data something like this, but with 1000 points:
fractions = [ 85,86,78,89,73,80,85,79,......83]
(we could assume a 1000 random points between (70,90)
(edit: I want the maximum height of the Gaussian the be the same as maximum height of histogram.)
And I want to compare this with a gaussian curve given by
def quasars_gaussian_curve(mu= 45,sigma=0.35):
x = np.linspace(mu - 3*sigma, mu + 3*sigma, 100)
plt.plot(x, stats.norm.pdf(x, mu, sigma)
So when I do this:
quasars_gaussian_curve(mu, sigma))
plt.hist(fraction,density = 1)
plt.show()
I get this :
! [Histogram vs gaussian: I need the gaussian to have the same height as my histogram]
https://imgur.com/hqrnfCH
python histogram gaussian curve
python histogram gaussian curve
edited Mar 28 at 22:05
WildBoi11
asked Mar 28 at 21:57
WildBoi11WildBoi11
12 bronze badges
12 bronze badges
normed=True
in plt.hist
– mamun
Mar 28 at 21:59
normed has been depreciated to 'density', and I have used that in my example too.
– WildBoi11
Mar 28 at 22:02
Sorry, let me rephrase my question. I want the maximum height of the Gaussian to be the same as the Histogram.
– WildBoi11
Mar 28 at 22:04
add a comment
|
normed=True
in plt.hist
– mamun
Mar 28 at 21:59
normed has been depreciated to 'density', and I have used that in my example too.
– WildBoi11
Mar 28 at 22:02
Sorry, let me rephrase my question. I want the maximum height of the Gaussian to be the same as the Histogram.
– WildBoi11
Mar 28 at 22:04
normed=True
in plt.hist– mamun
Mar 28 at 21:59
normed=True
in plt.hist– mamun
Mar 28 at 21:59
normed has been depreciated to 'density', and I have used that in my example too.
– WildBoi11
Mar 28 at 22:02
normed has been depreciated to 'density', and I have used that in my example too.
– WildBoi11
Mar 28 at 22:02
Sorry, let me rephrase my question. I want the maximum height of the Gaussian to be the same as the Histogram.
– WildBoi11
Mar 28 at 22:04
Sorry, let me rephrase my question. I want the maximum height of the Gaussian to be the same as the Histogram.
– WildBoi11
Mar 28 at 22:04
add a comment
|
1 Answer
1
active
oldest
votes
Ok. So there's this astropy package for Python. Didn't know it had this Gaussian1D class in astro fitting and modeling.
If anyone runs into same problems, even if it's not astronomy and wants to fit a Gaussian curve to their given Amplitude, Mean and StandardDeviataion this is the perfect solution probably. And probably the shortest
Here's how I did it.
from astropy.modeling.models import Gaussian1D
def fit_gaussian_curve():
g1 = Gaussian1D(0.11,44,0.35 )
x = np.linspace(44 - 3*0.35, 44 + 3*0.35, 100)
plt.plot(x,g1(x))
(The Max height of histogram was around 0.11, mean 44 and sigma 0.35)
And here is my plot now. Compare it to the previous, mission complete.
!https://imgur.com/MYraeeD
More info here:
http://docs.astropy.org/en/stable/modeling/
add a comment
|
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1 Answer
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active
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1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
Ok. So there's this astropy package for Python. Didn't know it had this Gaussian1D class in astro fitting and modeling.
If anyone runs into same problems, even if it's not astronomy and wants to fit a Gaussian curve to their given Amplitude, Mean and StandardDeviataion this is the perfect solution probably. And probably the shortest
Here's how I did it.
from astropy.modeling.models import Gaussian1D
def fit_gaussian_curve():
g1 = Gaussian1D(0.11,44,0.35 )
x = np.linspace(44 - 3*0.35, 44 + 3*0.35, 100)
plt.plot(x,g1(x))
(The Max height of histogram was around 0.11, mean 44 and sigma 0.35)
And here is my plot now. Compare it to the previous, mission complete.
!https://imgur.com/MYraeeD
More info here:
http://docs.astropy.org/en/stable/modeling/
add a comment
|
Ok. So there's this astropy package for Python. Didn't know it had this Gaussian1D class in astro fitting and modeling.
If anyone runs into same problems, even if it's not astronomy and wants to fit a Gaussian curve to their given Amplitude, Mean and StandardDeviataion this is the perfect solution probably. And probably the shortest
Here's how I did it.
from astropy.modeling.models import Gaussian1D
def fit_gaussian_curve():
g1 = Gaussian1D(0.11,44,0.35 )
x = np.linspace(44 - 3*0.35, 44 + 3*0.35, 100)
plt.plot(x,g1(x))
(The Max height of histogram was around 0.11, mean 44 and sigma 0.35)
And here is my plot now. Compare it to the previous, mission complete.
!https://imgur.com/MYraeeD
More info here:
http://docs.astropy.org/en/stable/modeling/
add a comment
|
Ok. So there's this astropy package for Python. Didn't know it had this Gaussian1D class in astro fitting and modeling.
If anyone runs into same problems, even if it's not astronomy and wants to fit a Gaussian curve to their given Amplitude, Mean and StandardDeviataion this is the perfect solution probably. And probably the shortest
Here's how I did it.
from astropy.modeling.models import Gaussian1D
def fit_gaussian_curve():
g1 = Gaussian1D(0.11,44,0.35 )
x = np.linspace(44 - 3*0.35, 44 + 3*0.35, 100)
plt.plot(x,g1(x))
(The Max height of histogram was around 0.11, mean 44 and sigma 0.35)
And here is my plot now. Compare it to the previous, mission complete.
!https://imgur.com/MYraeeD
More info here:
http://docs.astropy.org/en/stable/modeling/
Ok. So there's this astropy package for Python. Didn't know it had this Gaussian1D class in astro fitting and modeling.
If anyone runs into same problems, even if it's not astronomy and wants to fit a Gaussian curve to their given Amplitude, Mean and StandardDeviataion this is the perfect solution probably. And probably the shortest
Here's how I did it.
from astropy.modeling.models import Gaussian1D
def fit_gaussian_curve():
g1 = Gaussian1D(0.11,44,0.35 )
x = np.linspace(44 - 3*0.35, 44 + 3*0.35, 100)
plt.plot(x,g1(x))
(The Max height of histogram was around 0.11, mean 44 and sigma 0.35)
And here is my plot now. Compare it to the previous, mission complete.
!https://imgur.com/MYraeeD
More info here:
http://docs.astropy.org/en/stable/modeling/
answered Mar 28 at 22:53
WildBoi11WildBoi11
12 bronze badges
12 bronze badges
add a comment
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add a comment
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normed=True
in plt.hist– mamun
Mar 28 at 21:59
normed has been depreciated to 'density', and I have used that in my example too.
– WildBoi11
Mar 28 at 22:02
Sorry, let me rephrase my question. I want the maximum height of the Gaussian to be the same as the Histogram.
– WildBoi11
Mar 28 at 22:04