RESEARCH METHODOLOGY

STATISTICAL TECHNIQUES AND TOOLS

T DISTRIBUTION

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
Which is not known in a t-distribution?
A
population mean
B
population standard deviation
C
sample mean
D
sample size
Explanation: 

Detailed explanation-1: -The normal distribution assumes that the population standard deviation is known. The t-distribution does not make this assumption. The t-distribution is defined by the degrees of freedom.

Detailed explanation-2: -For performing a t test, we don’t need to know the population standard deviation. The same is true for z test, providing we have a large sample size (>30). Thus the correct option, the condition that is not required is: (b) The population standard deviation a is known.

Detailed explanation-3: -Answer and Explanation: The t distribution is symmetrical, bell-shaped and its shape depends on the degrees of freedom. The mean of the t-distribution is 0. Hence, option (B) is correct.

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