Mode of a Beta(3,5)

Discussion in 'CT3' started by mcallist, Mar 29, 2017.

  1. mcallist

    mcallist Member

    Hi there,
    Could someone please break down the steps to finding the roots of the following equation?
    Thanks a lot,
    Tom

    210x(1-x)^3(1-3x)
     
  2. deepakraomore

    deepakraomore Member

    is it
    \(210*x\left(1-x\right)^3 \left(1-3x\right) = ?\)
    or
    \( f(x) = 210*x\left(1-x\right)^3 \left(1-3x\right)\)
     
    mcallist likes this.
  3. mcallist

    mcallist Member

    It's the top one. Just trying to find the roots when it's set to zero. Cheers
     
  4. The equation will be equal to zero if either x=0 or (1-x) is equal to zero or (1-3x) is equal to zero.
    Thus we get, x can be equal to zero or 1 or 1/3. ( By solving the 3 above components for zero)
     
    John Lee, mcallist and Bharti Singla like this.
  5. vgarg

    vgarg Member

    Another way of solving for mode is to use constraint maximization of two variables i.e.

    if \( X \sim Beta(3,5) \) then the mode of \(X\) is the solution of the problem
    \begin{align*} \max_{x\in (0,1)}& B(3,5)x^2(1-x)^4 \\ & \Leftrightarrow \\ \max_{x,y\in (0,1)}& x^2y^4 \quad st. x+y=1\\ & \Leftrightarrow \\ \max_{x,y\in (0,1)}& 2\ln(x)+4\ln(y) \quad st. x+y=1\\ \end{align*}
    Now by plotting the level curves of both the function and the constraint, we see the solution satisfies the following equations:
    • \(\dfrac{y}{2x} = 1 \leftrightarrow y = 2x\)
    • \( x+y = 1\)
    This gives \( (x^*,y^*) = (1/3,2/3) \) therefore mode of \(X\) as \(1/3\)
     
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  6. mcallist

    mcallist Member

    Thanks very much everybody
     

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