What is the standard deviation of the standard normal distribution?
Answer
591k+ views
Hint: To solve this question we need to know the concept statistics and probability. The Standard deviation of a standard normal distribution is defined as the degree at which the given measurement deviates from the mean of the set of values.
Complete step-by-step answer:
The question asks from us the explanation of the standard deviation of the standard normal distribution. The normal distribution in probability theory, is a kind of continuous probability distribution for a real- valued random variable. The standard deviation is a measure of the amount of variation of a set of values. In case of a low standard deviation, it indicates that the values tend to be close to the mean or the expected values of the given set of numbers, while in case of a high standard deviation it indicates that the values are spread out over a wider range.
Now taking standard normal deviation in case of normal distribution. For the normal distribution the mean of the set of the data becomes zero and variance is $1$ . So on applying the formula for the standard deviation which says standard deviation is the square root of variance of the set of values. On doing this we get:
$\Rightarrow \text{standard deviation = }\sqrt{\text{variance}}$
On substituting the value we get:
$\Rightarrow \text{standard deviation = }\sqrt{1}$
Square root of $1$ is $1$.
$\Rightarrow \text{standard deviation = 1}$
$\therefore $ The standard deviation of the standard normal distribution is $1$.
Note: Standard deviation is mostly represented as the mathematical texts sigma which is represented by the Greek letter “Sigma” which is represented as $\sigma $. An important property of Standard deviation states that unlike the variance the unit is same as the data.
Complete step-by-step answer:
The question asks from us the explanation of the standard deviation of the standard normal distribution. The normal distribution in probability theory, is a kind of continuous probability distribution for a real- valued random variable. The standard deviation is a measure of the amount of variation of a set of values. In case of a low standard deviation, it indicates that the values tend to be close to the mean or the expected values of the given set of numbers, while in case of a high standard deviation it indicates that the values are spread out over a wider range.
Now taking standard normal deviation in case of normal distribution. For the normal distribution the mean of the set of the data becomes zero and variance is $1$ . So on applying the formula for the standard deviation which says standard deviation is the square root of variance of the set of values. On doing this we get:
$\Rightarrow \text{standard deviation = }\sqrt{\text{variance}}$
On substituting the value we get:
$\Rightarrow \text{standard deviation = }\sqrt{1}$
Square root of $1$ is $1$.
$\Rightarrow \text{standard deviation = 1}$
$\therefore $ The standard deviation of the standard normal distribution is $1$.
Note: Standard deviation is mostly represented as the mathematical texts sigma which is represented by the Greek letter “Sigma” which is represented as $\sigma $. An important property of Standard deviation states that unlike the variance the unit is same as the data.
Recently Updated Pages
If x a + bt + ct2 where x is in meters and t is in class 11 physics CBSE

A car covers the first half distance between two places class 11 physics CBSE

The resultant of two vectors overrightarrow P and overrightarrow class 11 physics CBSE

Find the value of cos 135 class 11 maths CBSE

A mass M is held in place by an applied force F and class 11 physics CBSE

A solution of glucose in water is labelled as 10 dfracwv class 11 chemistry CBSE

Trending doubts
Find the value of the expression given below sin 30circ class 11 maths CBSE

One Metric ton is equal to kg A 10000 B 1000 C 100 class 11 physics CBSE

Draw a diagram of nephron and explain its structur class 11 biology CBSE

10 examples of friction in our daily life

Proton was discovered by A Thomson B Rutherford C Chadwick class 11 chemistry CBSE

Bond order ofO2 O2+ O2 and O22 is in order A O2 langle class 11 chemistry CBSE

