In: Statistics and Probability
Answer choices A and B are summary statistics. Answer choices C through K are inference techniques. Each answer choice is to be used only once.
Summary Statistics: A. Mean B. Five-number summary
Inference Techniques: C. 1-sample mean t-test D. Matched pairs E. 2-sample comparison of means F. One-way ANOVA G. Two-way ANOVA H. Simple linear regression I. Multiple regression J. 1-sample proportion test K. Chi-square test
_____ Part One. In the population, is there an association between the brand of the car owned by a person and the type of job that person has?
_____ Part Two. Is there evidence that the average height of men in the US has increased from 70 inches over the past ten years?
_____ Part Three. Is there evidence that the mean age of vegetarians is greater than the mean age of non-vegetarians in the US?
_____ Part Four. Is there evidence that the mean of the differences between the weight of a person, before and after following a low carb diet for three months, is greater than five pounds?
_____ Part Five. What is the interquartile range for the grades obtained by students in Stat 301 last semester? All grades are available for analysis.
_____ Part Six. Do the university, the school (liberal arts, science, engineering, technology, etc.) and the interaction between those two factors influence the salary of college professors?
_____ Part Seven. Is there evidence that the mean price of California oranges is not the same in Indiana, Illinois and Ohio?
_____ Part Eight. Is there evidence that the percentage of vegetarians in the US is less than 5%?
_____ Part Nine. In the population, can the long jump distance of a ten-year-old be predicted based on his/her height?
_____ Part Ten. What is the mean number of pets of the twenty neighbors of Russell street? Data is collected from all the twenty neighbors in that street.
_____ Part Eleven. Can the weight of a person be predicted based on time dedicated to exercise daily, their age and the amount of milk he/she consumes daily?
Part one:
Here we need to find the association between two categorical variables so chi square test should be used.
Correct option is: K. Chi-square test
Part two:
Here we need to make inference about the population mean so single sample t test ot z test should be used.
Correct option is C. 1-sample mean t-test
Pat three:
Here we need to compare population means of two independent samples so independent sample test will be used.
Correct option : E. 2-sample comparison of means
Part four:
Here we have paired observations So dependent sample test shoudl be used.
Correct option: D. Matched pairs
Part five:
Interquartile range is the difference of third quartile and first quartile.
Correct option: B. Five-number summary
Part six:
G. Two-way ANOVA
Part seven:
F. One-way ANOVA
Part eight:
J. 1-sample proportion test
Part nine:
H. Simple linear regression
Part ten:
A. Mean
Part eleven:
I. Multiple regression