Normal Distribution
Normal Distribution: Overview
This Topic covers sub-topics such as Normal Distribution and Statistical Inference for a Normal Distribution
Important Questions on Normal Distribution
For a certain type of mobiles, the length of time between charges of the battery is normally distributed with a mean of hours and a standard deviation of hours. A person owns one of these mobiles and wants to know the probability that the length of time will be between and hours is (Given )

In normal distribution, mean, median and mode are

Area covered normal curve by is ______.

In normal distribution what is the ratio of ?

The quartile deviation of a normal distribution with mean and standard deviation is __________

If we change the parameter (s) of a ________ distribution the Sharpe of probability curve does not change.

If the mean height is and the standard deviation by ; then classify the data in accordance with an empirical rule.

If the mean height is and the standard deviation by ; then classify the data in accordance with an empirical rule.

Why Normal Distribution curve is bell-shaped?


If and are independent normal variables with mean as and and SD as and , then is normally distributed with

The probability density function of a normal variable is given by

The most important continuous probability distribution is known as

An important continuous probability distribution

An important discrete probability distribution is


The probability distribution whose frequency function is known as

In Normal distribution as the distance from the increases, the curve comes closer and closer to the horizontal axis.

In Normal distribution the quartiles are equidistant from

In Normal distribution mean, median and mode are
