1| What is an alternative hypothesis?
Answer: An alternative hypothesis is a statement of a possible explanation for an observed phenomenon that is different from the accepted explanation.
2| What is the purpose of an alternative hypothesis?
Answer: The purpose of an alternative hypothesis is to provide an alternative explanation for an observed phenomenon that can be tested through further research.
3| How is an alternative hypothesis different from a null hypothesis?
Answer: A null hypothesis states that there is no relationship between two variables, whereas an alternative hypothesis states that there is a relationship between two variables.
4| How does one form an alternative hypothesis?
Answer: An alternative hypothesis is formed through the process of inductive reasoning, which involves making an informed guess about a possible explanation for an observed phenomenon.
5| What are the steps in testing an alternative hypothesis?
Answer: The steps in testing an alternative hypothesis include making predictions based on the hypothesis, collecting data to test the predictions, and then analyzing the data to determine whether the predictions are confirmed or rejected.
6| What types of data can be used to test an alternative hypothesis?
Answer: Types of data that can be used to test an alternative hypothesis include observational data, experimental data, and survey data.
7| What are the advantages of using an alternative hypothesis?
Answer: The advantages of using an alternative hypothesis include the ability to test an alternative explanation for an observed phenomenon, the ability to develop more precise predictions, and the ability to identify possible sources of error.
8| What are the disadvantages of using an alternative hypothesis?
Answer: The disadvantages of using an alternative hypothesis include the potential for making incorrect predictions, the potential for overlooking alternative explanations, and the potential for making assumptions that are not supported by the data.
9| How does one evaluate the results of an alternative hypothesis test?
Answer: The results of an alternative hypothesis test are evaluated by comparing the predictions to the data, determining whether the predictions are confirmed or rejected, and determining the degree of confidence in the results.
10| What can be done if the results of an alternative hypothesis test are inconclusive?
Answer: If the results of an alternative hypothesis test are inconclusive, further research can be conducted to collect more data, refine the hypothesis, or explore alternative explanations.