Suppose a classroom teacher wants to measure whether offering candy as a reward will increase the number of times that a student raises his/her hand to answer a question in class. A study yields the following data.Row C1 C21 9 122 7 83 15 144 10 115 8 7If column 1 is the number of candy rewards given for answering questions during a lesson, and column 2 is the number of students who raise their hand to answer questions during a lesson, which of the following is the appropriate inference method to analyze these data? Two independent samples Inference for regression Matched pairs
Question
Suppose a classroom teacher wants to measure whether offering candy as a reward will increase the number of times that a student raises his/her hand to answer a question in class. A study yields the following data.Row C1 C21 9 122 7 83 15 144 10 115 8 7If column 1 is the number of candy rewards given for answering questions during a lesson, and column 2 is the number of students who raise their hand to answer questions during a lesson, which of the following is the appropriate inference method to analyze these data? Two independent samples Inference for regression Matched pairs
Solution
The appropriate inference method to analyze these data is "Inference for regression". This is because there is a clear dependent and independent variable in the data. The dependent variable is the number of students who raise their hand to answer questions during a lesson (column 2), and the independent variable is the number of candy rewards given for answering questions during a lesson (column 1). The teacher is trying to determine if there is a relationship between these two variables, which is what regression analysis is used for.
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