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Example:Given a set of five data points x1 =2,x2 =2.5,x3 =3,x4 1 and x5=6,find Parzen probability density function(pdf)estimates at x =3,using the Gaussian function with o 1 as window function. Solution: ( 0.3989 =云0(2)-02420 0.0540 0.0044 so 20(25p)-03521 p(x=3)=(0.2420+0.3521+0.3989 +0.0540+0.0044)/5=0.2103Example: Given a set of five data points x1 = 2, x2 = 2.5, x3 = 3, x4 = 1 and x5 = 6, find Parzen probability density function (pdf) estimates at x = 3, using the Gaussian function with σ = 1 as window function
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