Probability density function plot in matlab using matlab command

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Hi, Thanks in advance. I have time series of pressure data of 1 column and 32768 rows. I would like to calculate the probability density function and on top of that i would like to compare probability density function with normal distribution curve.
Please guide me how to do this operation using matlab command. Waiting for your valuable reply.
Thanks Bhuvan.

Answers (5)

Wayne King
Wayne King on 11 Nov 2012
Edited: Wayne King on 11 Nov 2012
If I store your data in the variable, x, then
histfit(x,30,'normal');
produces a plot that shows a normal distribution is a pretty good fit.
You can also look at the a qqplot
qqplot(x)
which shows some slight deviation from a normal distribution in the tails, but not bad.
Finally, you can use
[muhat,sigmahat] = normfit(x);
to estimate the parameters of a Gaussian distribution for the data.
If you want to plot the pdf
xval = 0:.01:max(x);
[muhat,sigmahat] = normfit(x);
yval = normpdf(xval,muhat,sigmahat);
plot(xval,yval)
muhat is the estimate of the mean of the Gaussian and sigmahat, the standard deviation of the Gaussian. Finally, to illustrate the use of ksdensity
[f,xi] = ksdensity(x);
plot(xi,f)

Wayne King
Wayne King on 11 Nov 2012
Edited: Wayne King on 11 Nov 2012
Do you have the Statistics Toolbox, if so, you can use histfit()
x = randn(1,32768);
histfit(x,30,'normal')
Also, in the Statistics Toolbox, there is a function ksdensity() for estimate density directly from the data.

Bhuvan
Bhuvan on 11 Nov 2012
Hi Wayne,
Thanks for your reply. I may made you misunderstood i feel. I have 1 column of time series data. For this i would like to calculate probability density function and i have to plot it. Please give me reply
Thank you
  1 Comment
Wayne King
Wayne King on 11 Nov 2012
Edited: Wayne King on 11 Nov 2012
I don't have your data so of course I had to just make up and example. If you have a vector of data, you can estimate the PDF with ksdensity as I said in my post. That function is agnostic about any parametric model for your data. If you want to gauge the fit against a known distribution, why does histfit() not work?

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Bhuvan
Bhuvan on 11 Nov 2012
Hi wayne,
The following is the data.
1.98872383779404 2.24075959901540 2.54261659099835 2.66863447160904 2.81809772719299 3.04375763262603 3.36319838290093 3.73832176226833 3.62695694078413 3.46577110688875 3.43060337195446 3.26648705724402 3.45990992690824 4.14861265821962 4.89885898025361 5.53480978163794 5.62272944649928 5.45861291343844 5.75753898790553 5.57583869655274 4.92523483604193 4.73474244719277 4.86076032780345 4.55597285500545 4.28928359795678 4.63216972320495 4.59407107075479 4.14275125988870 4.03138643840450 3.95812026937046 3.59765038583035 3.37492096121236 3.44232595026589 3.45111804776227 3.37492096121236 3.37199048039731 3.24011120145570 2.97928334273796 2.87084943876963 3.04375763262603 3.41301961366252 3.67384725402985 3.72073778562598 3.84675544788626 4.17791921317340 4.59993246908571 4.98091681008321 5.28570471958204 4.92230413687647 4.40357911860644 4.09879164580844 4.06069299335828 4.12223680243130 4.40064841944098 5.01022336503699 5.89821036434351 6.50192434830941 7.10270719640905 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3.69143123067220 4.17205781484248 4.68785213394705 5.04539131832169 4.89592828108815 4.52959699921713 4.11344470493492 3.58006662753841 3.33096134713210 3.43646477028538 4.12809820076222 4.56183425333636 4.63510042237041 4.79921695543125 5.36483228694700 5.14503334314406 4.86076032780345 5.10986538985936 5.29449638037760 4.86369102696891 4.08413814998114 3.69143123067220 3.70901520731455 3.66798607404934 3.64454091742648 3.93760581191306 4.14861265821962 4.11930610326584 3.85847824454809 3.69143123067220 3.47456320438513 3.48628578269656 3.38078235954328 2.87084943876963 2.45469714448742 2.37850027628792 2.46641972279885 2.90308647453846 3.27234823722454 3.54196819343866 3.79400417301043 3.79107347384497 3.73832176226833 3.82917168959431 3.89364619783279 3.80279583380599 3.62109554245321 3.36612908206639 3.33389204629756 3.54489867425371 3.69729241065271 4.00207988345072 4.65854557899327 5.27398192292020 5.91579412263545 6.56053702151616 6.87704729097600 6.81257278273752 6.64845668637750 6.46968709419017 6.37004506936781 6.16489962139217 6.48727085248212 7.21407201789325 7.81485530269370 8.28668957101719 8.50941921398559 8.31306542680551 7.68883742208301 6.65431808470842 5.45568221427298 4.58821010912468 4.03138643840450 3.84089448625615 3.85554754538264 3.91416065529019 4.30100639461862 4.96040235262581 5.52601768414156 5.85425075026324 5.96854583421209 5.89234896601259 5.52308698497610 5.18899295722432 5.17433989809784 5.68720351803694 6.01836684662327 5.98906029166949 6.07111855819991 5.63738250562576 5.10986538985936 4.97212514928765 5.26225956295917 5.63152110729484 6.15903822306125 6.37590603099792 5.91579412263545 4.81680071372319 3.81158793130237 3.6152343624727

Bhuvan
Bhuvan on 11 Nov 2012
Dear Wayne,
Thank you very much for your help. I will do it.
Thank you Bhuvan

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