Independent solution

How to solve this Continuous Distributions question

Setup

Setup

Maximize the density kernel because multiplying it by a positive normalizing constant cannot move its mode.

h(x)=x21+x3,0<x<5h(x)=\frac{x^2}{1+x^3},\qquad 0<x<5

Model

Model

Differentiate the kernel and simplify the numerator.

h(x)=2x(1+x3)3x4(1+x3)2h'(x)=\frac{2x(1+x^3)-3x^4}{(1+x^3)^2}
h(x)=x(2x3)(1+x3)2h'(x)=\frac{x(2-x^3)}{(1+x^3)^2}

Compute

Compute

The derivative is positive before the interior critical point and negative afterward.

2x3=0    x=232-x^3=0\iff x=\sqrt[3]{2}
23=1.2599210\sqrt[3]{2}=1.2599210

Answer

Answer

The density reaches its unique maximum at approximately 1.26.

1.26(C)\boxed{1.26\quad\text{(C)}}