Which of the following accurately describes a hypothesis test?Group of answer choicesAn inferential technique that uses the data from a sample to draw inferences about a populationA descriptive technique that allows researchers to describe a sampleAn inferential technique that uses information about a population to make predictions about a sampleA descriptive technique that allows researchers to describe a population
Question
Which of the following accurately describes a hypothesis test?Group of answer choicesAn inferential technique that uses the data from a sample to draw inferences about a populationA descriptive technique that allows researchers to describe a sampleAn inferential technique that uses information about a population to make predictions about a sampleA descriptive technique that allows researchers to describe a population
Solution
A hypothesis test is an inferential technique that uses the data from a sample to draw inferences about a population. This method is used in statistics to test the validity of a claim or hypothesis about a population based on a sample of data. It involves two contradicting hypotheses about a population; the null hypothesis and the alternative hypothesis. The data from the sample is used to infer if the null hypothesis can be rejected or not.
Similar Questions
What is a hypothesis?A statement that the researcher wants to test through the data collected in a studyA research question the results will answerA theory that underpins the studyA statistical method for calculating the extent to which the results could have happened by chanceAnswer: A) A statement that the researcher wants to test through the data collected in a studyp
Statistical inference ___ Group of answer choicesis the process of drawing inferences about the population based on the information taken from the sampleis the same as descriptive statisticsrefers to the process of drawing inferences about the sample based on the characteristics of the populationis the same as a census
In hypothesis testing, the hypothesis tentatively assumed to be true is ___.Group of answer choicesthe null hypothesisthe alternative hypothesisthe research hypothesisboth the null and the alternative
An example of statistical inference is Group of answer choicesa population meandescriptive statisticscalculating the size of a samplehypothesis testing
In hypothesis testing if the null hypothesis is rejected, then ___.Group of answer choicesthe alternative hypothesis must be acceptedthe alternative hypothesis must also be rejectedthe data must have been accumulated incorrectlyno conclusions can be drawn from the test
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