Question 1

Which of the following best describes the primary purpose of applied statistics as outlined in the course description?

Accepted Answer

To organize and summarize data, apply appropriate statistics, and interpret the results of statistical tests across various fields.

Question 2

A researcher wants to compare the average test scores of two independent groups of students. Which statistical method from the syllabus is most appropriate for this scenario?

Accepted Answer

9.1 Two Means: Independent Samples

Question 3

Which of the following is NOT a measure of variation as covered in the course topics?

Accepted Answer

Mean

Question 4

Suppose you are given a dataset of students' heights. Which graphical method would best help you visualize the frequency distribution of the data?

Accepted Answer

Histogram

Question 5

A medical researcher is testing whether a new drug is more effective than the current standard. Which hypothesis testing step should be performed first?

Accepted Answer

State the null and alternative hypotheses.

Question 6

If the probability of event A is $$P(A) = 0.3$$ and the probability of event B is $$P(B) = 0.5$$, and A and B are independent, what is the probability that both A and B occur?

Accepted Answer

$$0.15$$

Question 7

Which of the following statements about the Central Limit Theorem is correct?

Accepted Answer

It states that the sampling distribution of the sample mean approaches a normal distribution as the sample size increases, regardless of the population's distribution.

Question 8

A company wants to estimate the average time customers spend on their website. Which statistical concept is most relevant for determining how many customers should be sampled?

Accepted Answer

Estimating Population Mean

Question 9

Which of the following is an example of a discrete probability distribution?

Accepted Answer

Binomial distribution

Question 10

A study finds a strong positive correlation between hours studied and exam scores. Which of the following best describes this relationship?

Accepted Answer

As hours studied increase, exam scores tend to increase.

Question 11

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

Accepted Answer

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

Question 12

A fair die is rolled twice. What is the probability of getting a 6 on both rolls?

Accepted Answer

$$\frac{1}{36}$$

Question 13

Which of the following best describes a parameter in statistics?

Accepted Answer

A numerical summary of a population.

Question 14

A researcher claims that the average commute time in a city is 30 minutes. Which statistical process would you use to test this claim?

Accepted Answer

Test a claim about a mean using hypothesis testing.

Question 15

If a sample of 100 light bulbs has a mean lifetime of 1200 hours and a standard deviation of 100 hours, what is the z-score for a bulb that lasted 1400 hours?

Accepted Answer

$$z = 2$$

Question 16

Which of the following is a correct interpretation of a 95% confidence interval for a population mean?

Accepted Answer

If we took many samples, about 95% of the calculated intervals would contain the true population mean.

Question 17

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

Accepted Answer

Height of a person

Question 18

A study uses a scatterplot to show the relationship between hours of sleep and reaction time. What type of variable is 'reaction time' in this context?

Accepted Answer

Response (dependent) variable

Question 19

Which of the following is a key assumption for using the binomial probability distribution?

Accepted Answer

The trials are independent and each has the same probability of success.

Question 20

A researcher wants to determine if there is a significant difference in blood pressure before and after a new treatment in the same group of patients. Which statistical test is most appropriate?

Accepted Answer

Two dependent samples (matched pairs) test

Applied Statistics MA2000-91330: Syllabus and Study Guide

Guida di studio - Domande di pratica

Study guide - Flashcard