Question 1

Which of the following best describes the difference between descriptive statistics and inferential statistics?

Accepted Answer

Descriptive statistics summarize and organize data, while inferential statistics use sample data to make generalizations about a population.

Question 2

A pharmaceutical company wants to estimate the average recovery time for a new drug. They collect data from a random sample of 100 patients. Which statistical concept allows them to make predictions about the entire population of patients?

Accepted Answer

Inferential statistics

Question 3

Which formula correctly calculates the sample mean $$\bar{x}$$ for a dataset with $$n$$ observations $$x_1$$, $$x_2$$, ..., x_n$$?

Accepted Answer

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

Question 4

A hospital administrator wants to compare the variability in patient wait times between two departments. Which measure should they use?

Accepted Answer

Standard deviation

Question 5

Which of the following is NOT a measure of central tendency?

Accepted Answer

Standard deviation

Question 6

A researcher collects the following data on the number of books read by students in a month: 2, 4, 4, 5, 7. What is the median number of books read?

Accepted Answer

4

Question 7

Which formula is used to calculate the sample variance $$s^2$$ for a dataset with $$n$$ observations $$x_1$$, $$x_2$$, ..., x_n$$ and sample mean $$\bar{x}$$?

Accepted Answer

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

Question 8

A fair six-sided die is rolled. What is the probability of rolling a number greater than 4?

Accepted Answer

$$\frac{2}{6}$$

Question 9

Which of the following statements about probability distributions is TRUE?

Accepted Answer

The sum of all probabilities in a discrete probability distribution must equal 1.

Question 10

A medical test for a rare disease has a 95% sensitivity and a 90% specificity. If a patient tests positive, which statistical concept helps determine the probability that the patient actually has the disease?

Accepted Answer

Conditional probability

Question 11

Which formula represents the probability of the union of two mutually exclusive events $$A$$ and $$B$$?

Accepted Answer

$$P(A \cup B) = P(A) + P(B)$$

Question 12

A coin is flipped three times. What is the probability of getting exactly two heads?

Accepted Answer

$$\frac{3}{8}$$

Question 13

Which of the following is a continuous random variable?

Accepted Answer

The height of students in a classroom

Question 14

A student scores 1.5 standard deviations above the mean on a standardized test. If the mean is 100 and the standard deviation is 20, what is the student's score?

Accepted Answer

130

Question 15

Which formula is used to calculate the z-score for a value $$x in a $$dataset with mean $$\mu$$ and standard deviation $$\sigma$$?

Accepted Answer

$$z = \frac{x - \mu}{\sigma}$$

Question 16

A factory produces light bulbs, and the probability that a bulb is defective is 0.02. If 100 bulbs are tested, what is the expected number of defective bulbs?

Accepted Answer

2

Question 17

Which of the following is an example of a real-life application of statistics in public health?

Accepted Answer

Estimating the average number of steps taken by adults in a city using a random sample

Question 18

A researcher wants to test whether a new teaching method improves test scores. Which statistical method should they use to compare the mean scores of two independent groups?

Accepted Answer

Two-sample t-test

Question 19

Which formula represents the expected value $$E(X) of a $$discrete random variable $$X$$ with possible values $$x_1$$, $$x_2$$, ..., x_n$$ and probabilities p_1$, p_2$, ..., p_n$$?

Accepted Answer

$$E(X) = \sum_{i=1}^{n} x_i p_i$$

Question 20

A survey finds that 60% of people prefer tea over coffee. If 5 people are randomly selected, what is the probability that exactly 3 prefer tea? (Assume binomial distribution)

Accepted Answer

$$\binom{5}{3} (0.6)^3$ (0.4)^2$

Elementary Statistics and Probability: Course Syllabus and Study Guide

Guida di studio - Domande di pratica

Study guide - Flashcard