Maximum likelihood and map estimation (4 pts): of the exponential distribution p(x) = λ exp(−λx) , x ≥ 0 0, , x < 0 (1) from a set of measurements of x, specified by xn; i = 1, 2, n. assume that the prior is given by p(λ) = α exp(−αλ) , λ ≥ 0 0, , λ < 0 (2) (a) determine the expression for the maximum likelihood estimate of the parameter λ from xn; i = 1, 2, n. (b) determine the expression for the map estimate of the parameter λ from xn; i = 1, 2, n.

answer:   14

step-by-step explanation:          

pu you stank bo u ugly bo lol

let's add {f(x)=x+1}f(x)=x+1 and {g(x)=2x}g(x)=2x together to make a new function.

f(x)+g(x) =(x+1)+(2x)=x+1+2x=3x+1

let's call this new function hh. so we have:

{h(x)}={f(x)}+{g(x)}{=3x+1}h(x)=f(x)+g(x)=3x+1

we can also evaluate combined functions for particular inputs. let's evaluate function hh above for x=2x=2. below are two ways of doing this.

method 1: substitute x=2x=2 into the combined function hh.

h(x)

h(2)

​    

=3x+1

=3(2)+1

=7

​ since h(x)=f(x)+g(x)h(x)=f(x)+g(x), we can also find h(2)h(2) by finding f(2) +g(2)f(2)+g(2).

first, let's find f(2)f(2):

f(x)

f(2)

​    

=x+1

=2+1

=3

​  

now, let's find g(2)g(2):

g(x)

g(2)

​    

=2x

=2⋅2

=4

​  

so f(2)+g(2)=3+4=\greend7f(2)+g(2)=3+4=7.

notice that substituting x =2x=2 directly into function hh and finding f(2) + g(2)f(2)+g(2) gave us the same answer!

first one because it can't have a fraction in it

step-by-step explanation: