Elementary Statistics 2nd Edition
2nd Edition
ISBN: 9781259724275
Author: William Navidi, Barry Monk
Publisher: McGraw-Hill Education
expand_more
expand_more
format_list_bulleted
Concept explainers
Videos
Question
Chapter 5.3, Problem 13E
To determine
To find: Whether the given statement is true or false. If false, rewrite it as a true statement.
Expert Solution & Answer
Want to see the full answer?
Check out a sample textbook solution
Students have asked these similar questions
The class will include a data exercise where students will be introduced to publicly available data sources. Students will gain experience in manipulating data from the web and applying it to understanding the economic and demographic conditions of regions in the U.S. Regions and topics of focus will be determined (by the student with instructor approval) prior to April. What data exercise can I do to fulfill this requirement? Please explain.
Consider the ceocomp dataset of compensation information for the CEO’s of 100 U.S. companies. We wish to fit aregression model to assess the relationship between CEO compensation in thousands of dollars (includes salary andbonus, but not stock gains) and the following variates:AGE: The CEOs age, in yearsEDUCATN: The CEO’s education level (1 = no college degree; 2 = college/undergrad. degree; 3 = grad. degree)BACKGRD: Background type(1= banking/financial; 2 = sales/marketing; 3 = technical; 4 = legal; 5 = other)TENURE: Number of years employed by the firmEXPER: Number of years as the firm CEOSALES: Sales revenues, in millions of dollarsVAL: Market value of the CEO's stock, in natural logarithm unitsPCNTOWN: Percentage of firm's market value owned by the CEOPROF: Profits of the firm, before taxes, in millions of dollars1) Create a scatterplot matrix for this dataset. Briefly comment on the observed relationships between compensationand the other variates.Note that companies with negative…
6 (Model Selection, Estimation and Prediction of GARCH) Consider the daily returns rt
of General Electric Company stock (ticker: "GE") from "2021-01-01" to "2024-03-31",
comprising a total of 813 daily returns. Using the "fGarch" package of R, outputs of
fitting three GARCH models to the returns are given at the end of this question.
Model 1 ARCH (1) with standard normal innovations;
Model 2
Model 3
GARCH (1, 1) with Student-t innovations;
GARCH (2, 2) with Student-t innovations;
Based on the outputs, answer the following questions.
(a) What can be inferred from the Standardized Residual Tests conducted on Model 1?
(b) Which model do you recommend for prediction between Model 2 and Model 3?
Why?
(c) Write down the fitted model for the model that you recommended in Part (b).
(d) Using the model recommended in Part (b), predict the conditional volatility in the
next trading day, specifically trading day 814.
Chapter 5 Solutions
Elementary Statistics 2nd Edition
Ch. 5.1 - In Exercises 5-8, fill in each blank with the...Ch. 5.1 - In Exercises 5-8, fill in each blank with the...Ch. 5.1 - In Exercises 5-8, fill in each blank with the...Ch. 5.1 - In Exercises 5-8, fill in each blank with the...Ch. 5.1 - In Exercises 9-12, determine whether the statement...Ch. 5.1 - In Exercises 9--12, determine whether the...Ch. 5.1 - In Exercises 9-12, determine whether the statement...Ch. 5.1 - Prob. 12ECh. 5.1 - In Exercises 13-18, assume that a fair die is...Ch. 5.1 - In Exercises 13-18, assume that a fair die is...
Ch. 5.1 - In Exercises 13-18, assume that a fair die is...Ch. 5.1 - In Exercises 13-18, assume that a fair die is...Ch. 5.1 - In Exercises 13-18, assume that a fair die is...Ch. 5.1 - In Exercises 13-18, assume that a fair die is...Ch. 5.1 - A fair coin has probability 0.5 of coming up...Ch. 5.1 - Roulette wheels in Nevada have 38 pockets. They...Ch. 5.1 - In Exercises 21-24, assume that a coin is tossed...Ch. 5.1 - In Exercises 21-24, assume that a coin is tossed...Ch. 5.1 - In Exercises 21-24, assume that a coin is tossed...Ch. 5.1 - In Exercises 21-24, assume that a coin is tossed...Ch. 5.1 - How probable is it? Someone computes the...Ch. 5.1 - Do you know SpongeBob? According to a survey by...Ch. 5.1 - Who will you vote for? In a survey of 500 likely...Ch. 5.1 - Job satisfaction: In a poll conducted by the...Ch. 5.1 - True-false exam: A section of an exam contains...Ch. 5.1 - A coin flip: A coil is tossed twee times. The...Ch. 5.1 - Empirical Method: A coin is tossed 400 times and...Ch. 5.1 - Empirical Method: A die is rolled 600 times. On 85...Ch. 5.1 - Pitching: During a recent season, pitcher Clayton...Ch. 5.1 - More Pitching: During a recent season, pitcher Jon...Ch. 5.1 - Risky drivers: An automobile insurance company...Ch. 5.1 - Prob. 36ECh. 5.1 - Roulette: A Nevada roulette wheel has 38 pockets....Ch. 5.1 - More roulette: Refer to Exercise 37. What is the...Ch. 5.1 - Get an education: The General Social Survey asked...Ch. 5.1 - How many kids? The General Social Survey asked...Ch. 5.1 - Hospital visits: According to Agency for...Ch. 5.1 - Prob. 42ECh. 5.1 - Prob. 43ECh. 5.1 - Prob. 44ECh. 5.1 - Prob. 45ECh. 5.1 - Find the probability: What is the probability that...Ch. 5.1 - Find the probability: What is the probability that...Ch. 5.1 - Prob. 48ECh. 5.1 - Prob. 49ECh. 5.1 - Prob. 50ECh. 5.1 - Prob. 51ECh. 5.2 - In Exercises 5-8, fill in each blank with the...Ch. 5.2 - In Exercises 5-8, fill in each blank with the...Ch. 5.2 - In Exercises 5-8, fill in each blank with the...Ch. 5.2 - In Exercises 5-8, fill in each blank with the...Ch. 5.2 - In Exercises 9-12, determine whether the statement...Ch. 5.2 - In Exercises 9-12, determine whether the statement...Ch. 5.2 - In Exercises 9-12, determine whether the statement...Ch. 5.2 - In Exercises 9-12, determine whether the statement...Ch. 5.2 - If P(A)=0.75,P(B)=0.4, and P(AandB)=0.25, and...Ch. 5.2 - If P(A)=0.45,P(B)=0.7, and P(AandB)=0.65, find...Ch. 5.2 - If P(A)=0.2,P(B)=0.5, and A and B are mutually...Ch. 5.2 - If P(A)=0.7,P(B)=0.1, and A and B are mutually...Ch. 5.2 - If P(A)=0.3,P(B)=0.4, and P(A and B =0.7, are A...Ch. 5.2 - If P(A)=0.5,P(B)=0.4, and P(A and B =0.8, are A...Ch. 5.2 - If P(A)=0.35, find P(AC).Ch. 5.2 - If P(B)=0.6, find P(BC).Ch. 5.2 - If P(AC)=0.27, find P(A).Ch. 5.2 - If P(BC)=0.64, find P(B).Ch. 5.2 - If P(A)=0, find P(AC).Ch. 5.2 - If P(A)=P(AC), find P(A).Ch. 5.2 - In Exercises 25-30, determine whether events A and...Ch. 5.2 - In Exercises 25-30, determine whether events A and...Ch. 5.2 - In Exercises 25-30, determine whether events A and...Ch. 5.2 - In Exercises 25-30, determine whether events A and...Ch. 5.2 - In Exercises 25-30, determine whether events A and...Ch. 5.2 - In Exercises 25-30, determine whether events A and...Ch. 5.2 - In Exercises 31 and 32, find the complements of...Ch. 5.2 - In Exercises 31 and 32, find the complements of...Ch. 5.2 - Traffic lights: A commuter passes through two...Ch. 5.2 - Dice: Two fair dice are rolled. The first die is...Ch. 5.2 - Car repairs: Let E be the event that a new car...Ch. 5.2 - Sick computers: Let V be the event that a computer...Ch. 5.2 - Computer purchases: Out of 800 large purchases...Ch. 5.2 - Visit your local library: On a recent Saturday. a...Ch. 5.2 - How are your grades? In a recent semester at a...Ch. 5.2 - Statistics grades: In a statistics class of 30...Ch. 5.2 - Sick children: There are 25 students in Mrs. Bushs...Ch. 5.2 - Flawed parts: On a certain day, a foundry...Ch. 5.2 - Prob. 43ECh. 5.2 - The following table presents the number of reports...Ch. 5.2 - Add probabilities? In a certain community, 28% of...Ch. 5.2 - Add probabilities? According to the National...Ch. 5.2 - Prob. 47ECh. 5.2 - Prob. 48ECh. 5.3 - In Exercises 7-10, fill in each blank with the...Ch. 5.3 - In Exercises 7-10, fill in each blank with the...Ch. 5.3 - In Exercises 7-10, fill in each blank with the...Ch. 5.3 - In Exercises 7-10, fill in each blank with the...Ch. 5.3 - Prob. 11ECh. 5.3 - Prob. 12ECh. 5.3 - Prob. 13ECh. 5.3 - Prob. 14ECh. 5.3 - Let A and B be events with P(A)=0.4,P(B)=0.7, and...Ch. 5.3 - Let A and B be events with P(A)=0.6,P(B)=0.4, and...Ch. 5.3 - Let A and B be events with P(A)=0.2 and P(B)=0.9....Ch. 5.3 - Let A and B be events with P(A)=0.5 and P(B)=0.7....Ch. 5.3 - Let A and B be events with P(A)=0.8,P(B)=0.1, and...Ch. 5.3 - Let A and B be events with P(A)=0.3,P(B)=0.5, and...Ch. 5.3 - Let A, B, and C be independent events with...Ch. 5.3 - Let A, B, and C be independent events with...Ch. 5.3 - A fair is tossed four times. What is the...Ch. 5.3 - A fair coin is tossed four times. What is the...Ch. 5.3 - A fair die is rolled three times. What is the...Ch. 5.3 - A fair die is rolled three times. What is the...Ch. 5.3 - In Exercises 27-30, assume that a student is...Ch. 5.3 - In Exercises 27-30, assume that a student is...Ch. 5.3 - In Exercises 27-30, assume that a student is...Ch. 5.3 - In Exercises 27-30, assume that a student is...Ch. 5.3 - Let A and B be events with P(A)=0.25,P(B)=0.4, and...Ch. 5.3 - Let A and B be events with P(A)=0.6,P(B)=0.9, and...Ch. 5.3 - Let A and B be events with P(A)=0.4,P(B)=0.5, and...Ch. 5.3 - Let A and B be events with P(A)=0.5,P(B)=0.3, and...Ch. 5.3 - A fair die is rolled three times. What is the...Ch. 5.3 - Prob. 36ECh. 5.3 - Job interview: Seven people, named Anna, Bob,...Ch. 5.3 - Shuffle: Charles has songs on a playlist. Each...Ch. 5.3 - Lets eat: A fast-food restaurant chain has 600...Ch. 5.3 - U.S. senators: The following table displays the...Ch. 5.3 - Genetics: A geneticist is studying two genes. Each...Ch. 5.3 - Quality control: A population of 600 semiconductor...Ch. 5.3 - Stay in school: In a recent school year in the...Ch. 5.3 - Management: The Bureau of Labor Statistics...Ch. 5.3 - GED: In a certain school. the probability that a...Ch. 5.3 - Prob. 46ECh. 5.3 - New car: At a certain car dealership, the...Ch. 5.3 - Prob. 48ECh. 5.3 - Target practice: Laura and Philip each fire one...Ch. 5.3 - Bowling: Sarah and Thomas are going bowling. The...Ch. 5.3 - Defective components: A lot of 10 components...Ch. 5.3 - More defective components: A lot of 1000...Ch. 5.3 - Prob. 53ECh. 5.3 - Multiply probabilities? A traffic light at an...Ch. 5.3 - Lottery: Every day: Jorge buys a lottery ticket....Ch. 5.3 - Car warranty: The a certain make of car will need...Ch. 5.3 - Tic-tac-toe: In the game of tic-tac-toe, fall...Ch. 5.3 - Enter your PIN: The technology consulting company...Ch. 5.3 - Prob. 59ECh. 5.3 - Prob. 60ECh. 5.3 - Prob. 61ECh. 5.3 - Prob. 62ECh. 5.3 - Prob. 63ECh. 5.3 - Prob. 64ECh. 5.3 - Prob. 65ECh. 5.4 - In Exercises 7 and 8, fill in the blank with the...Ch. 5.4 - In Exercises 7 and 8, fill in the blank with the...Ch. 5.4 - Prob. 9ECh. 5.4 - Exercises 9 and 10, determine whether the...Ch. 5.4 - In Exercises 11-16, evaluate the factorial. 9!Ch. 5.4 - In Exercises 11-16, evaluate the factorial. 5!Ch. 5.4 - In Exercises 11-16, evaluate the factorial. 0!Ch. 5.4 - In Exercises 11-16, evaluate the factorial. 12!Ch. 5.4 - In Exercises 11-16, evaluate the factorial. 1!Ch. 5.4 - Prob. 16ECh. 5.4 - In Exercises 17-22, evaluate the permutation. 7P3Ch. 5.4 - In Exercises 17-22, evaluate the permutation. 8P1Ch. 5.4 - In Exercises 17-22, evaluate the permutation....Ch. 5.4 - In Exercises 17-22, evaluate the permutation. 5P4Ch. 5.4 - In Exercises 17-22, evaluate the permutation. 20P0Ch. 5.4 - In Exercises 17-22, evaluate the permutation. 45P5Ch. 5.4 - In Exercises 23-28, evaluate the combination. 9C5Ch. 5.4 - In Exercises 23-28, evaluate the combination. 7C1Ch. 5.4 - Prob. 25ECh. 5.4 - Prob. 26ECh. 5.4 - In Exercises 23-28, evaluate the combination. 12C0Ch. 5.4 - Prob. 28ECh. 5.4 - Pizza time: A local pizza parlor is offering a...Ch. 5.4 - Books: Josephine has chemistry books, three...Ch. 5.4 - Playing the horses: In horseracing, one can make a...Ch. 5.4 - Ice cream: A certain ice cream parlor offers 15...Ch. 5.4 - License plates: In a certain state, license plates...Ch. 5.4 - Committee: The Student Council at a certain school...Ch. 5.4 - Day and night shifts: A company has hired 12 new...Ch. 5.4 - Keep your password safe: A computer password...Ch. 5.4 - Its in your genes: Hunan genetic material ONA) is...Ch. 5.4 - Choosing officers: A committee consists of 10...Ch. 5.4 - Texas hold'em, In the game of Texas hold'em, a...Ch. 5.4 - Blackjack: In single-deck casino blackjack the...Ch. 5.4 - Lottery: In the Georgia Fantasy 5 Lottery, balls...Ch. 5.4 - Prob. 42ECh. 5.4 - Prob. 43ECh. 5 - Fill in the blank: The probability that a fair...Ch. 5 - Prob. 2CQCh. 5 - State each of the following rules: General...Ch. 5 - Prob. 4CQCh. 5 - Prob. 5CQCh. 5 - In a group of 100 teenagers, 61 received their...Ch. 5 - A certain has 100 households. Forty-eight...Ch. 5 - Prob. 8CQCh. 5 - Prob. 9CQCh. 5 - Prob. 10CQCh. 5 - Prob. 11CQCh. 5 - Prob. 12CQCh. 5 - Prob. 13CQCh. 5 - Prob. 14CQCh. 5 - Prob. 15CQCh. 5 - Prob. 1RECh. 5 - Prob. 2RECh. 5 - Statistics, anyone? Let S be the event that a...Ch. 5 - Prob. 4RECh. 5 - Prob. 5RECh. 5 - Prob. 6RECh. 5 - Defective parts: A process manufactures...Ch. 5 - Music to my ears: Jeri is listening to songs on a...Ch. 5 - Prob. 9RECh. 5 - Heart attack: The following table presents the...Ch. 5 - Rainy weekend: Sally is planning to go away for...Ch. 5 - Prob. 12RECh. 5 - Required courses: Refer to Exercise 12. Assume the...Ch. 5 - Bookshelf: Bart has books: a novel, a biography, a...Ch. 5 - Prob. 15RECh. 5 - Prob. 1WAICh. 5 - Prob. 2WAICh. 5 - Prob. 3WAICh. 5 - Prob. 4WAICh. 5 - Sometimes events are in the form at least a given...Ch. 5 - Prob. 6WAICh. 5 - Prob. 7WAICh. 5 - Prob. 8WAICh. 5 - The following table is a life table, reproduced...Ch. 5 - Prob. 2CSCh. 5 - Prob. 3CSCh. 5 - The following table is a life table, reproduced...Ch. 5 - The following table is a life table, reproduced...Ch. 5 - Prob. 6CSCh. 5 - Prob. 7CSCh. 5 - In Exercise 1-5, we computed the probability that...Ch. 5 - Prob. 9CS
Knowledge Booster
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.Similar questions
- 4 (MLE of ARCH) Suppose rt follows ARCH(2) with E(rt) = 0, rt = ut, ut = στει, σε where {+} is a sequence of independent and identically distributed (iid) standard normal random variables. With observations r₁,...,, write down the log-likelihood function for the model esti- mation.arrow_forward5 (Moments of GARCH) For the GARCH(2,2) model rt = 0.2+0.25u1+0.05u-2 +0.30% / -1 +0.20% -2, find cov(rt). 0.0035 ut, ut = στει,στ =arrow_forwardDefinition of null hypothesis from the textbook Definition of alternative hypothesis from the textbook Imagine this: you suspect your beloved Chicken McNugget is shrinking. Inflation is hitting everything else, so why not the humble nugget too, right? But your sibling thinks you’re just being dramatic—maybe you’re just extra hungry today. Determined to prove them wrong, you take matters (and nuggets) into your own hands. You march into McDonald’s, get two 20-piece boxes, and head home like a scientist on a mission. Now, before you start weighing each nugget like they’re precious gold nuggets, let’s talk hypotheses. The average weight of nuggets as mentioned on the box is 16 g each. Develop your null and alternative hypotheses separately. Next, you weigh each nugget with the precision of a jeweler and find they average out to 15.5 grams. You also conduct a statistical analysis, and the p-value turns out to be 0.01. Based on this information, answer the following questions. (Remember,…arrow_forward
- Business Discussarrow_forwardCape Fear Community Colle X ALEKS ALEKS - Dorothy Smith - Sec X www-awu.aleks.com/alekscgi/x/Isl.exe/10_u-IgNslkr7j8P3jH-IQ1w4xc5zw7yX8A9Q43nt5P1XWJWARE... Section 7.1,7.2,7.3 HW 三 Question 21 of 28 (1 point) | Question Attempt: 5 of Unlimited The proportion of phones that have more than 47 apps is 0.8783 Part: 1 / 2 Part 2 of 2 (b) Find the 70th The 70th percentile of the number of apps. Round the answer to two decimal places. percentile of the number of apps is Try again Skip Part Recheck Save 2025 Mcarrow_forwardHi, I need to sort out where I went wrong. So, please us the data attached and run four separate regressions, each using the Recruiters rating as the dependent variable and GMAT, Accept Rate, Salary, and Enrollment, respectively, as a single independent variable. Interpret this equation. Round your answers to four decimal places, if necessary. If your answer is negative number, enter "minus" sign. Equation for GMAT: Ŷ = _______ + _______ GMAT Equation for Accept Rate: Ŷ = _______ + _______ Accept Rate Equation for Salary: Ŷ = _______ + _______ Salary Equation for Enrollment: Ŷ = _______ + _______ Enrollmentarrow_forward
- Question 21 of 28 (1 point) | Question Attempt: 5 of Unlimited Dorothy ✔ ✓ 12 ✓ 13 ✓ 14 ✓ 15 ✓ 16 ✓ 17 ✓ 18 ✓ 19 ✓ 20 = 21 22 > How many apps? According to a website, the mean number of apps on a smartphone in the United States is 82. Assume the number of apps is normally distributed with mean 82 and standard deviation 30. Part 1 of 2 (a) What proportion of phones have more than 47 apps? Round the answer to four decimal places. The proportion of phones that have more than 47 apps is 0.8783 Part: 1/2 Try again kip Part ی E Recheck == == @ W D 80 F3 151 E R C レ Q FA 975 % T B F5 10 の 000 园 Save For Later Submit Assignment © 2025 McGraw Hill LLC. All Rights Reserved. Terms of Use | Privacy Center | Accessibility Y V& U H J N * 8 M I K O V F10 P = F11 F12 . darrow_forwardYou are provided with data that includes all 50 states of the United States. Your task is to draw a sample of: 20 States using Random Sampling (2 points: 1 for random number generation; 1 for random sample) 10 States using Systematic Sampling (4 points: 1 for random numbers generation; 1 for generating random sample different from the previous answer; 1 for correct K value calculation table; 1 for correct sample drawn by using systematic sampling) (For systematic sampling, do not use the original data directly. Instead, first randomize the data, and then use the randomized dataset to draw your sample. Furthermore, do not use the random list previously generated, instead, generate a new random sample for this part. For more details, please see the snapshot provided at the end.) You are provided with data that includes all 50 states of the United States. Your task is to draw a sample of: o 20 States using Random Sampling (2 points: 1 for random number generation; 1 for random sample) o…arrow_forwardCourse Home ✓ Do Homework - Practice Ques ✓ My Uploads | bartleby + mylab.pearson.com/Student/PlayerHomework.aspx?homeworkId=688589738&questionId=5&flushed=false&cid=8110079¢erwin=yes Online SP 2025 STA 2023-009 Yin = Homework: Practice Questions Exam 3 Question list * Question 3 * Question 4 ○ Question 5 K Concluir atualização: Ava Pearl 04/02/25 9:28 AM HW Score: 71.11%, 12.09 of 17 points ○ Points: 0 of 1 Save Listed in the accompanying table are weights (kg) of randomly selected U.S. Army male personnel measured in 1988 (from "ANSUR I 1988") and different weights (kg) of randomly selected U.S. Army male personnel measured in 2012 (from "ANSUR II 2012"). Assume that the two samples are independent simple random samples selected from normally distributed populations. Do not assume that the population standard deviations are equal. Complete parts (a) and (b). Click the icon to view the ANSUR data. a. Use a 0.05 significance level to test the claim that the mean weight of the 1988…arrow_forward
- solving problem 1arrow_forwardselect bmw stock. you can assume the price of the stockarrow_forwardThis problem is based on the fundamental option pricing formula for the continuous-time model developed in class, namely the value at time 0 of an option with maturity T and payoff F is given by: We consider the two options below: Fo= -rT = e Eq[F]. 1 A. An option with which you must buy a share of stock at expiration T = 1 for strike price K = So. B. An option with which you must buy a share of stock at expiration T = 1 for strike price K given by T K = T St dt. (Note that both options can have negative payoffs.) We use the continuous-time Black- Scholes model to price these options. Assume that the interest rate on the money market is r. (a) Using the fundamental option pricing formula, find the price of option A. (Hint: use the martingale properties developed in the lectures for the stock price process in order to calculate the expectations.) (b) Using the fundamental option pricing formula, find the price of option B. (c) Assuming the interest rate is very small (r ~0), use Taylor…arrow_forward
arrow_back_ios
SEE MORE QUESTIONS
arrow_forward_ios
Recommended textbooks for you
Holt Mcdougal Larson Pre-algebra: Student Edition...AlgebraISBN:9780547587776Author:HOLT MCDOUGALPublisher:HOLT MCDOUGAL
Big Ideas Math A Bridge To Success Algebra 1: Stu...AlgebraISBN:9781680331141Author:HOUGHTON MIFFLIN HARCOURTPublisher:Houghton Mifflin Harcourt
College Algebra (MindTap Course List)AlgebraISBN:9781305652231Author:R. David Gustafson, Jeff HughesPublisher:Cengage Learning
Glencoe Algebra 1, Student Edition, 9780079039897...AlgebraISBN:9780079039897Author:CarterPublisher:McGraw Hill
Holt Mcdougal Larson Pre-algebra: Student Edition...
Algebra
ISBN:9780547587776
Author:HOLT MCDOUGAL
Publisher:HOLT MCDOUGAL
Big Ideas Math A Bridge To Success Algebra 1: Stu...
Algebra
ISBN:9781680331141
Author:HOUGHTON MIFFLIN HARCOURT
Publisher:Houghton Mifflin Harcourt
College Algebra (MindTap Course List)
Algebra
ISBN:9781305652231
Author:R. David Gustafson, Jeff Hughes
Publisher:Cengage Learning
Glencoe Algebra 1, Student Edition, 9780079039897...
Algebra
ISBN:9780079039897
Author:Carter
Publisher:McGraw Hill
Sampling Methods and Bias with Surveys: Crash Course Statistics #10; Author: CrashCourse;https://www.youtube.com/watch?v=Rf-fIpB4D50;License: Standard YouTube License, CC-BY
Statistics: Sampling Methods; Author: Mathispower4u;https://www.youtube.com/watch?v=s6ApdTvgvOs;License: Standard YouTube License, CC-BY