Question 1

Which of the following best describes the primary purpose of statistics in scientific research?

Accepted Answer

To provide a method for organizing, summarizing, and interpreting data.

Question 2

A researcher collects data on the heights of 100 university students. Which type of data classification does this represent?

Accepted Answer

Quantitative, continuous

Question 3

Which of the following is NOT a key component of experimental design?

Accepted Answer

Subjectivity

Question 4

A frequency distribution is most useful for which of the following purposes?

Accepted Answer

Summarizing large data sets into a more understandable form.

Question 5

Which graph is most appropriate for displaying the distribution of a categorical variable?

Accepted Answer

Bar graph

Question 6

Given the data set: 2, 4, 4, 6, 8, what is the median?

Accepted Answer

$$4$$

Question 7

Which measure of central tendency is most affected by extreme values (outliers)?

Accepted Answer

Mean

Question 8

If the standard deviation of a data set is zero, what does this indicate about the data?

Accepted Answer

All values are the same.

Question 9

Which formula correctly represents the variance $$s^2$$ for a sample of $$n$$ observations $$x_1$$, $$x_2$$, ..., x_n$$ with mean $$\overline{x}$$?

Accepted Answer

$$s^2$$ = \frac{\sum_{i=1}^n (x_i - \overline{x}$$)^2$$}{n-1}$$

Question 10

A student scored in the 85th percentile on a statistics exam. What does this mean?

Accepted Answer

The student scored higher than 85% of the students.

Question 11

Which of the following is a real-world example of using measures of variation?

Accepted Answer

Comparing the consistency of two different machines producing bolts in a factory.

Question 12

Which of the following best describes an ordinal variable?

Accepted Answer

A variable with categories that have a meaningful order but no consistent difference between values.

Question 13

A researcher wants to study the effect of a new drug. She randomly assigns patients to either the treatment or control group. What aspect of experimental design is she using?

Accepted Answer

Randomization

Question 14

Which measure of position divides a data set into four equal parts?

Accepted Answer

Quartiles

Question 15

Given the following frequency distribution for exam scores: 60-69 (2 students), 70-79 (5 students), 80-89 (8 students), 90-99 (5 students). What is the modal class?

Accepted Answer

80-89

Question 16

Which of the following is the correct formula for the mean $$\overline{x} of$$ $$n$$ observations $$x_1$$, $$x_2$$, ..., x_n$$?

Accepted Answer

$$\overline{x} = \frac{\sum_{i=1}^n x_i}{n}$$

Question 17

A boxplot is most useful for displaying which of the following?

Accepted Answer

The distribution, central tendency, and spread of a data set, including outliers.

Question 18

Which of the following is an example of a nominal variable?

Accepted Answer

Type of blood group (A, B, AB, O)

Question 19

If a data set has a mean of 50 and a standard deviation of 5, what is the z-score for a value of 60?

Accepted Answer

$$z = 2$$

Question 20

Which of the following best describes the range of a data set?

Accepted Answer

The difference between the maximum and minimum values.

Unit I: Introduction to Statistics and Descriptive Statistics

Guida di studio - Domande di pratica

Study guide - Flashcard