Which of the following statements are true? (A) Central limit theorem states that the sampling distribution of the mean ($\bar{x}$) approaches a normal distribution as the sample size increases. Choose the correct answer from the options given below: |
(A), (C) only (B), (C) only (A) only (B) only |
(A) only |
The correct answer is Option (3) - (A) only $\text{(A)} \;\Rightarrow\; \text{CLT: sampling distribution of } \bar{x} \text{ tends to normal as } n \uparrow \;\Rightarrow\; \text{True}$ $\text{(B)} \;\Rightarrow\; \text{This describes Law of Large Numbers, not CLT} \;\Rightarrow\; \text{False}$ $\text{(C)} \;\Rightarrow\; \text{t-distribution depends on degrees of freedom} \;\Rightarrow\; \text{False}$ The correct statement is (A) only. |