Statistical hypothesis

Description

Statistical hypothesis testing is a procedure that allows researchers to evaluate hypotheses about population parameters based on sample statistics.”

Discuss the following points in light of the above-mentioned statement:

1. What exactly is the purpose of hypothesis testing in statistical analysis? What does hypothesis testing obtain that could not be obtained otherwise?

2. Explain the distinction between a Type-I error and a Type-II error. Is it easier to commit one type of error than it is to commit another? Is one type of error more detrimental than another?


iscussion Question 2
“Statistical hypothesis testing is a procedure that allows researchers to evaluate hypotheses
about population parameters based on sample statistics.”
Discuss the following points in light of the above-mentioned statement:
1. What exactly is the purpose of hypothesis testing in statistical analysis? What does
hypothesis testing obtain that could not be obtained otherwise?
2. Explain the distinction between a Type-I error and a Type-II error. Is it easier to commit
one type of error than it is to commit another? Is one type of error more detrimental
than another?
Instructions and the Due Dates for Completing the Discussion Questions:


Please post your original response by Tuesday 12/4/2022. Your response should be a
minimum of 5sentences but should not exceed 250 words. Appropriately cite any of the
references that you use to fully answer the questions.
Respond to at least 2 of your classmates by Thursday 21/4/2022 at 11:59 pm. Your
response to your classmate should be substantive in nature and may do one of the following,
for example:
a. State agreements and provide additional supportive evidence or examples
b. Ask additional questions for clarification or provide additional ideas or perspectives
on the answer
c. Advance the participant’s ideas further by providing additional references or support
and providing feedback on the participant’s experience or perspectives.
d. State disagreements, if any, but provide evidence or support, using professional tone
and netiquette.

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