# Central Limit Theorem

##### New Member
If X is a Gamma(n,1). For which values of n we have
$P(|\frac{X}{n}-1|>0.01)<0.1$
If $n=n_0$ is the first value of n that satisfies the above equation, so find the n values for
i) $n=n_0$
ii) $n=n_0+1$
iii)$n=n_0+2$
Use chi-square distribution or Central Limite Theorem

Supose that $X_i = exp(1) \rightarrow \sum_{i=1}^nX_i \rightarrow Gamma(n,1)=X$ now
$P(\frac{X}{n}-1>0.01) = 1 - P(X-n<0.01n)=1-P(X<1.01n)$
We have $E[X_i]=1\rightarrow\sum_{i=1}^nE[X_i]=n$ analogously $Var(X_i)=1\rightarrow\sum_{i=1}^nVar(X_i)=n$
$1 - P(\frac{\sum_{i=1}^nX_i - \sum_{i=1}^n\mu_i}{\sqrt{\sum_{i=1}^n\sigma_i^2}}\leq\frac{1.01n-n}{\sqrt{n}})=1-P(Z\leq0.01\sqrt{n})<0.1$$=-P(Z\leq0.01\sqrt{n})<-0.9$*