## Transducer Types and Their Applications

###### 01-08-2019
What is transducer? What are transducer types? Find out more about transducer types and their applications on HangOuter.

## The Central Limit Theorem

###### 02-14-2019
The Central Limit Theorem or CLT in short says that the distribution of scaled random variable approaches a normal distribution.

## The Weak Law of Large Numbers

###### 02-14-2019
According to law the sample mean $$\bar X$$ of a large number of i.i.d.(independent identically distributed) random variables, with high probability, is very close to the mean, from a distribution for which it was taken.

## Properties of Sample Mean

###### 02-13-2019
If we have sequence of random variables $$X_1, X_2, ... X_n$$, we can define Sample Mean $$\bar X$$ as their average: $$\bar X = {1 \over n}(X_1 + X_2 + ... + X_n)$$

## Chebyshev Inequality

###### 02-12-2019
Says that the proability that X is far away from its mean, is bounded by quantity that increases as Var(X) increases.

## Markov Inequality

###### 02-11-2019
Puts bound on how much probability can be at arbitrarily large values once its mean is specified: $$if \;\;P(X \ge 0) = 1$$ then $$P(X \ge t) \le {E(X) \over t}, where ~t > 0$$