MCQs Hypothesis Testing 1

Multiple Choice Questions (MCQs on Hypothesis Testing and Estimation) from Statistical Inference for the preparation of exam and different statistical job tests in Government/ Semi-Government or Private Organization sectors. These tests are also helpful in getting admission to different colleges and Universities. The Estimation and Hypothesis Testing Quiz will help the learner to understand the related concepts and enhance the knowledge too.

1. Which of the following is an assumption underlying the use of the t-distributions?


2. If we reject the null hypothesis, we might be making


3. The t distributions are


4. Herbicide A has been used for years in order to kill a particular type of weed. An experiment is to be conducted in order to see whether a new herbicide, Herbicide B, is more effective than Herbicide A. Herbicide A  will continue to be used unless there is sufficient evidence that Herbicide B is more effective. The alternative hypothesis in this problem is


5. For t distribution, increasing the sample size, the effect will be on


6. Which of the following is a true statement, for comparing the t distributions with standard normal,


7. The critical value of a test statistic is determined from


8. Condition for applying the Central Limit Theorem (CLT) which approximates the sampling distribution of the mean with a normal distribution is?


9. A parameter is a ————- quantity


10. What is the probability of a type II error when $\alpha=0.05$ ?


11. $1 – \alpha$ is the probability of


12. Analysis of Variance (ANOVA) is a test for equality of


Most of the MCQs on this page are covered from Estimate and Estimation, Testing of Hypothesis, Parametric and Non-Parametric tests, etc.

Hypothesis testing

Muhammad Imdad Ullah

Currently working as Assistant Professor of Statistics in Ghazi University, Dera Ghazi Khan. Completed my Ph.D. in Statistics from the Department of Statistics, Bahauddin Zakariya University, Multan, Pakistan. l like Applied Statistics, Mathematics, and Statistical Computing. Statistical and Mathematical software used is SAS, STATA, Python, GRETL, EVIEWS, R, SPSS, VBA in MS-Excel. Like to use type-setting LaTeX for composing Articles, thesis, etc.

You may also like...

18 Responses

  1. fiza says:

    i have read in a MCQ that the power of test relate to both type 1 and type 2 error. as much as i read in my book it depend upon type 2 error please guide me about this query?

  2. amna says:

    very helpful in learning

  3. noor says:

    assalam o alaikum
    i make practics very confidently
    so it is a v good web

  4. noor says:

    its a v good web to practices confidently

  5. dr Shreemathi S Mayya says:

    The critical value of a test statistic is determined from-The sampling distribution of the statistics assuming Null Hypothesis is the correct answer.

  6. muhammad qasim says:

    again see, word quality

  7. queen says:

    ANOVA IS a test for comperison of several mean
    question # 8 ans is wrong

Leave a Reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.

x Logo: Shield Security
This Site Is Protected By
Shield Security