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Re: BinomialDistribution

  • To: mathgroup at
  • Subject: [mg65238] Re: [mg65222] BinomialDistribution
  • From: Daniel Lichtblau <danl at>
  • Date: Sun, 19 Mar 2006 03:19:20 -0500 (EST)
  • References: <>
  • Sender: owner-wri-mathgroup at

Solomon, Joshua wrote:
> This makes me feel foolish.
> In[1]:=Needs["Statistics`DiscreteDistributions`"]
> In[2]:=Plot[PDF[BinomialDistribution[101,u],26],{u,0,0.5},PlotRange->All]
> This gives me a nice, bell-shaped curve, with a minimum of about 0 and a
> maximum of about .09. Let's integrate it from 0 to .29.
> In[3]:=Integrate[PDF[BinomialDistribution[101,u],26],{u,0,.29}]
> Out[3]=-0.612253
> How can this be negative?

This is from numeric cancellation error in evaluating the antiderivative 
at the endpoints. It will behave better if you use NIntegrate, or use 
Integrate but make the bounds exact. For either of those I get (after 
numericizing the latter) around .007318.

Daniel Lichtblau
Wolfram Research

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