A hypothesis is:
A tentative statement providing an explanation.
A hypothesis is a tentative, testable proposition that a researcher formulates as a possible answer to the research problem before data are collected. It states an expected relationship between variables and offers a provisional explanation that the study will later confirm or reject through evidence.
The description a tentative statement providing an explanation captures this exactly, because a hypothesis is provisional (not proven) and its role is to explain or predict.
The option calling it a certain and established finding is wrong, since a hypothesis is unproven and awaits testing; a certain finding is a conclusion, not a hypothesis. A part of the research question is incorrect because the research question and the hypothesis are distinct stages; the hypothesis is derived from the question but is not merely a part of it. A strategy of evaluating data confuses the hypothesis with data-analysis methodology. Hence the tentative explanatory statement is correct.
Correct answer: A tentative statement providing an explanation.
Given below are two statements :
Statement I : If we accept a hypothesis when it should be rejected, we say type I error has been made.
Statement II : If we reject a hypothesis when it should be accepted, we say type II error has been made.
In the light of the above statements, choose the most appropriate answer from the options given below :
Given below are two statements:
Statement-I The null hypothesis for testing of difference between means is generally stated as Ho: μ₁ ≠ μ₂, where (μ₁) and (μ₂) are the population means of the two populations, respectively.
Statement II: When samples happen to be small samples and population variances are not known but assumed to be equal, Z-test is employed for testing the null hypothesis.
In the light of the above statements, choose the most appropriate answer from the options given below:
At the stage of data analysis, in which quantitative techniques have been used by a researcher, the evidence warrants the rejection of Null Hypothesis (H₀). Which of the following decisions of the researcher will be deemed appropriate?
A researcher fails to reject the null hypothesis (Ho) in his/her research. What implications will it carry for his/her principal research hypothesis?
After identifying the different variables and establishing the logical reasoning in theoretical framework, the next step in the research process is to
Male and female students perform equally well in a numerical aptitude test. This statement indicates a:
Which of the following statements is true in the context of the testing of a hypothesis?
Which one of the following is NOT a type of hypothesis?
Which one of the following possibilities leads to Type I error in hypothesis testing?
Population variance differ from sample variance in which of the following manner:
A. μ ± 3σ is replaced by x̅ + 9σ2
B. μ is replaced by x̅
C. μ2 is replaced by \(\rm \frac{\mu^2}{(n-1) α}\)
D. N is replaced by n - 1
E. N is replaced by n - 1 - α
Choose the correct answer from the options given below:
Which of the following hypotheses was propounded by Harry Hammond Hess in 1962?