(2 points) What is the significance level (alpha) used for in hypothesis testing?

(2 points) Which type of variable is defined by the ability to rank order its values?

(2 points) In the regression equation y = a + bx, what does the slope (b) represent?

(2 points) A teacher records the test scores of 100 students ranging from 35 to 98. Instead of listing each individual score, the teacher groups them into intervals such as 30-40, 41-50, and so on. What is the primary reason for grouping the data this way?

(2 points) During a community health survey, a researcher organizes participant ages into intervals and calculates both cumulative frequency and cumulative relative frequency. What is the key benefit of using cumulative relative frequency over just cumulative frequency?

(2 points) The use of dummy variables in statistical analysis allows for:

(2 points) Which statement best describes what the operator `%%` do in R?

A nutritionist claims that the average sodium content in a particular brand of soup is mu = 600 mg per serving.  A consumer watchdog group randomly samples n = 64 servings and finds a sample mean of 615 mg with a sample standard deviation of 32 mg.Answer the following:1. State the null and alternative hypotheses.2. Calculate the standard error of the mean.3. Compute the z-statistic for this test.4. At alpha = 0.05, should the watchdog group reject the nutritionist’s claim?5. What is the conclusion at alpha = 0.01?6. Is this test exact or approximate? Justify your answer.  

(2 points) A biologist records the growth rates (in cm/day) of a plant species under three different conditions: 2, 4, and 8 cm/day. Which measure of central tendency is most appropriate to report the average growth rate when the rates are multiplicative (i.e., the conditions compound the effect)?

(2 points) What is the purpose of the randomized blocks design in experimental studies?