Probability problems

Probability problems

Probability problems. Learn how to calculate probabilities using formulas, diagrams and examples. Find 15 probability questions of varying difficulty for 6th to 12th grade students, including exam style questions.Probability and Genetics Practice Problems · 1. The probability of the pea plant being tall is 3/4, and that it is short is 1/4. · 2. The probability of the pea ...results from each trial are independent from each other. Here's a summary of our general strategy for binomial probability: P ( # of successes getting exactly some) = ( arrangements # of) ⋅ ( of success probability) ( successes # of) ⋅ ( of failure probability) ( failures # of) Using the example from Problem 1: n = 3. ‍.Different types of probability include conditional probability, Markov chains probability and standard probability. Standard probability is equal to the number of wanted outcomes d...Worked-out probability questions answers are given here step-by-step to get the clear explanation to the student. 1. Out of 300 students in a school, ...The Corbettmaths Practice Questions on Probability. Previous: Direct and Inverse Proportion Practice Questions 7th grade 9 units · 119 skills. Unit 1 Proportional relationships. Unit 2 Rates and percentages. Unit 3 Integers: addition and subtraction. Unit 4 Rational numbers: addition and subtraction. Unit 5 Negative numbers: multiplication and division. Unit 6 Expressions, equations, & inequalities. Unit 7 Statistics and probability. Unit 8 Scale copies. There are 4 rooms and 5 suspects. This page titled 7.7: Probability with Permutations and Combinations is shared under a CC BY 4.0 license and was authored, remixed, and/or curated by OpenStax via source content that was edited to the style and standards of the LibreTexts platform; a detailed edit history is available upon request. Please solve the following probability practice problems: Suggested Action. FREE Live Master Classes by our Star Faculty with 20+ years of experience. Register Now . Determine the probability that a digit chosen at random from the digits 1, …Students will have to apply their knowledge of probability to solve various problems and answer questions. They will also practice using the addition rule, multiplication rule, conditional probability, and Bayes' theorem to solve probability problems. Access NCERT Solutions for Class-11 Maths Chapter 16 Probability Exercise 16.1. 1.Probability Worksheet for Class 10. A coin is tossed once, what is the probability of getting a head. A die is thrown once, find the probability of getting an even number and a multiple of 3, Two dice are thrown at the same time, find the probability that the sum of two numbers appearing on the top of the dice is more than nine.Learn how to calculate combinations in a counting or probability problem using a formula. Learn combinatorial rules for finding the number of possible combinations. Updated: 11/21/2023Probability, or the mathematical chance that something might happen, is used in numerous day-to-day applications, including in weather forecasts.14. Probability of solving a specific problem independently by A and B are 1/2 and 1/3, respectively. If both try to solve the problem independently, find the probability that (i) The problem is solved. (ii) Exactly one of them solves the problem. Solution: Given, P (A) = Probability of solving the problem by A = 1/2Unit 1 Absolute value & piecewise functions. Unit 2 Quadratics: Multiplying & factoring. Unit 3 Quadratic functions & equations. Unit 4 Irrational numbers. Unit 5 Complex numbers. Unit 6 Rational exponents and radicals. Unit 7 Exponential models. Unit 8 Similarity. Unit 9 Right triangles & trigonometry.Learn about probability theory, experimental probability, compound probability, conditional probability, and more with interactive exercises and quizzes. Explore topics …Example1: Four cards are picked randomly, with replacement, from a regular deck of 52 playing cards. Find the probability that all four are aces. Solution: There are four aces in a deck, and as we are replacing after each sample, so. P ( First Ace) = P ( Second Ace) = P ( Third Ace) = P ( Fouth Ace) = 4 52.12 word problems for students to work on at home. An example problem is provided and explained. Example: A number cube has 6 sides. The sides have the numbers 2, 4, 7, 8, 1, and 5. If the cube is thrown once, what is the probability of rolling the number 9 or the number 5?Jul 31, 2023 · 2. Add the numbers together to convert the odds to probability. Converting odds is pretty simple. First ,break the odds into 2 separate events: the odds of drawing a white marble (11) and the odds of drawing a marble of a different color (9). Add the numbers together to calculate the number of total outcomes. What is conditional probability and how does it relate to independence? Learn how to use formulas and tables to calculate conditional probabilities and check if two events are independent. Khan Academy is a free online learning platform that …A probability sample is a subset or group that is researched in order to infer information about the entire population. For example, a researcher may randomly select 100 residents from a large ...Axioms of Probability (PDF) 5 Probability and Equal Likelihood (PDF) 6 Conditional Probabilities (PDF) 7 Bayes’ Formula and Independent Events (PDF) 8 Discrete Random Variables (PDF) 9 Expectations of Discrete Random Variables (PDF) 10 Variance (PDF) 11 Binomial Random Variables, Repeated Trials and the so-called Modern Portfolio Theory (PDF) 12Jan 11, 2022 · Many times we need to calculate the probability that an event will happen at least once in many trials. The calculation can get quite complicated if there are more than a couple of trials. Using the complement to calculate the probability can simplify the problem considerably. The following example will help you understand the formula. 7th grade 9 units · 119 skills. Unit 1 Proportional relationships. Unit 2 Rates and percentages. Unit 3 Integers: addition and subtraction. Unit 4 Rational numbers: addition and subtraction. Unit 5 Negative numbers: multiplication and division. Unit 6 Expressions, equations, & inequalities. Unit 7 Statistics and probability. Unit 8 Scale copies. Running away has always seemed so much easier than facing the problems we have in life. We believe that, if we Running away has always seemed so much easier than facing the problem...May 15, 2022 ... Title:Selected problems in probability theory ... Abstract:This celebratory article contains a personal and idiosyncratic selection of a few open ...Calculate conditional probability. Google Classroom. Pedro observed what customers ordered at his ice cream shop and found the following probabilities: P ( vanilla) = 0.3 P ( sundae) = 0.2 P ( vanilla and sundae) = 0.15. Find the probability that a customer ordered vanilla ice cream given they ordered a sundae. P ( vanilla | sundae) =.Experimental probability is the probability that an event occurred in the duration of an experiment. It is calculated by dividing the number of event occurrences by the number of t...Nov 28, 2023 ... How to calculate the expected number of attempts needed to succeed once when the probability increases with each failure? Let's say the base ...Complications may happen during childbirth including preterm labor, problems with the umbilical cord or position of the baby, and birth injuries. Childbirth is the process of givin...The probability of success, \(p\), and the probability of failure, \((1 - p)\), remains the same throughout the experiment. These problems are called binomial probability problems. Since these problems were researched by Swiss mathematician Jacques Bernoulli around 1700, they are also called Bernoulli trials. We give the following definition:So we reorganize our view on the structure of the die under the influence of that problem ― winning $1,000,000. Now we say, there is an event of WINNING {event-1, event-5} ... Probability, a word that you've probably heard a lot of, and you are probably a little bit familiar with it. But hopefully, this will give you a little deeper ...Learn how to calculate probabilities using formulas, diagrams and examples. Find 15 probability questions of varying difficulty for 6th to 12th grade students, including exam style questions.electrical engineering schoolspregnancy disability leave california Understanding the wording is the first very important step in solving probability problems. Reread the problem several times if necessary. Clearly identify the event of interest. Determine whether there is a condition stated in the wording that would indicate that the probability is conditional; carefully identify the condition, if any.6th grade (WNCP) 4 units · 90 skills. Unit 1 Number. Unit 2 Patterns and Relations. Unit 3 Shape and Space. Unit 4 Statistics and Probability. Math. 6th grade (WNCP)If a student is selected at random from the class, find the probability that he will be studying Mathematics or Biology. Solution:- 19. In an entrance test that is graded on the basis of two examinations, the probability of a randomly …Different types of probability include conditional probability, Markov chains probability and standard probability. Standard probability is equal to the number of wanted outcomes d...Since all of the events are mutually exclusive (one of the parties must win), you can get the probability of either D or R winning by adding their probabilities. Since the probability of D winning is .11 and R winning is .78, the probability of D or R winning is .89.14. Probability of solving a specific problem independently by A and B are 1/2 and 1/3, respectively. If both try to solve the problem independently, find the probability that (i) The problem is solved. (ii) Exactly one of them solves the problem. Solution: Given, P (A) = Probability of solving the problem by A = 1/2They are not my problem; they are my children. And if ever my seemingly incessant complaining and confessional-style oversharing has lead you to believe otherwise, let me clear thi...Level up on all the skills in this unit and collect up to 2100 Mastery points! Start Unit test. Random variables can be any outcomes from some chance process, like how many heads will occur in a series of 20 flips of a coin. We calculate probabilities of random variables and calculate expected value for different types of random variables.The probability that a person is satisfied if it is known that the person bought a used car is approximately 0.638 or 63.8%. Note: it is faster to do a table problem like this using the method from Example \(\PageIndex{4}\). There are 83 people who bought a used car and are satisfied out of the 130 people who bought a used car.Probability is: (Number of ways it can happen) / (Total number of outcomes) Dependent Events (such as removing marbles from a bag) are affected by previous events. Independent events (such as a coin toss) are not affected by previous events. We can calculate the probability of two or more Independent events by multiplying. ninjago pilotmotivational music Running away has always seemed so much easier than facing the problems we have in life. We believe that, if we Running away has always seemed so much easier than facing the problem... Independent Events. Two events, A and B, are independent if the outcome of A does not affect the outcome of B. In many cases, you will see the term, "With replacement ". As we study a few probability problems, I will explain how "replacement" allows the events to be independent of each other. Let's take a look at an example. Learn how to calculate the probability of events using a simple formula and examples. Explore the concepts of probability, outcomes, and statistics with practice questions and videos. How do you calculate the probability of an event given that another event has occurred? Watch this video to learn how to use the formula for conditional probability and apply it to real-world scenarios. Khan Academy is a free online learning platform that offers courses in various subjects, including statistics and probability. best furniture shop near me Solution: The only way to obtain a sum of 10 from two 5-sided dice is that both die shows 5 face up. Therefore, the probability is simply \ ( \frac15 \times \frac15 = \frac1 {25} = .04\) \ [\dfrac {1} {4}\] \ [\dfrac {1} {32}\] \ …18.05 Introduction to Probability and Statistics (S22), Problem Set 10 Solutions. pdf. 119 kB 18.05 Introduction to Probability and Statistics (S22), Problem Set 11 Solutions. Course Info Instructors Dr. Jeremy Orloff; Dr. Jennifer French Kamrin; Departments Mathematics; As … how to watch cnn without cablepistachio almond ice cream1991 toyota pickup And we said, well, the probability that someone shares a birthday with someone else, or maybe more than one person, is equal to all of the possibilities-- kind of the 100%, the probability space, minus the probability that no one shares a birthday with anybody. So that's equal to …Examples for. Probability. Probability is the quantification of the likelihood that an event or a set of events will occur. Using Wolfram|Alpha's broad computational understanding of probability and expansive knowledge of real-world applications of probability theory, you can compute the chances of winning various games driven by random chance, conduct and analyze the …So we reorganize our view on the structure of the die under the influence of that problem ― winning $1,000,000. Now we say, there is an event of WINNING {event-1, event-5} ... Probability, a word that you've probably heard a lot of, and you are probably a little bit familiar with it. But hopefully, this will give you a little deeper ... warhammer dark tide results from each trial are independent from each other. Here's a summary of our general strategy for binomial probability: P ( # of successes getting exactly some) = ( arrangements # of) ⋅ ( of success probability) ( successes # of) ⋅ ( of failure probability) ( failures # of) Using the example from Problem 1: n = 3. ‍. tequila expensive The tutorial focuses on six topics: Probability basics. To solve probability problems, it helps to know about sets, subsets, and statistical experiments. Probability problems. To solve probability problems, you need to understand the rules of probability; and you need to know how to count data points. Poker probability. 3.5. 3.5. Video Solution: Access to Practice Problem Plus Solutions and more content with a donation: Donate Now. Unit 1 Displaying a single quantitative variable. Unit 2 Analyzing a single quantitative variable. Unit 3 Two-way tables. Unit 4 Scatterplots. Unit 5 Study design. Unit 6 Probability. Unit 7 Probability distributions & expected value. Course challenge. Test your knowledge of the skills in this course. Sol: Probability of the problem getting solved = 1 – (Probability of none of them solving the problem) Probability of problem getting solved = 1 – (5/7) x (3/7) x (5/9) = (122/147) Example 9: Find the probability of getting two heads when five coins are tossed. vegan breakfast portlandis super com legit Solution. We illustrate using a tree diagram. The probability that we will get two black marbles in the first two tries is listed adjacent to the lowest branch, and it = 3/10. The probability of getting first black, second white, and third black = 3/20. Similarly, the probability of getting first white, second black, and third black = 3/25. How do you calculate the probability of an event given that another event has occurred? Watch this video to learn how to use the formula for conditional probability and apply it to real-world scenarios. Khan Academy is a free online learning platform that offers courses in various subjects, including statistics and probability. In the problem above, the experiment is spinning the spinner. An outcome is the result of a single trial of an experiment. The possible outcomes are landing on yellow, blue, green or red. An event is one or more outcomes of an experiment. One event of this experiment is landing on blue. Probability is the measure of how likely an event is. hardest engineering degree A conditional probability is a probability that a certain event will occur given some knowledge about the outcome or some other event. The concept of conditional probability is closely tied to the concepts of independent and dependent events. Probability problems that provide knowledge about the outcome can often lead to surprising results. A good example of this is …The probability to misinterpret a concept or not understand it is just... zero. "Numerous examples, figures, and end-of-chapter problems strengthen the understanding. Also of invaluable help is the book's web site, where solutions to the problems can be found-as well as much more information pertaining to probability, and also more problem sets."Probability Problems – Example 1: If there are \ (8\) red balls and \ (12\) blue balls in a basket, what is the probability that John will pick out a red ball from the …2. Determine the probability of the first event happening. To do this, set up the ratio , where a favorable outcome is the event you are seeking to happen. For example, if the first event is drawing a heart from a deck of cards, the number of favorable outcomes is 13, since there are 13 hearts in a deck. eagle vwmarvel or dc comics Probability problems. To solve probability problems, you need to understand the rules of probability; and you need to know how to count data points. Poker probability. To compute probabilities for poker hands, you rely on fundamental principles in probability. It's a great way to build analytical skill, and it's fun.Complications may happen during childbirth including preterm labor, problems with the umbilical cord or position of the baby, and birth injuries. Childbirth is the process of givin... Unit 1 Absolute value & piecewise functions. Unit 2 Quadratics: Multiplying & factoring. Unit 3 Quadratic functions & equations. Unit 4 Irrational numbers. Unit 5 Complex numbers. Unit 6 Rational exponents and radicals. Unit 7 Exponential models. Unit 8 Similarity. Unit 9 Right triangles & trigonometry. It is not enough for an investment to be profitable. Investors want to know how much they are likely to make. There’s good reason for this approach: Stocks carry risk. Before you p... The probability that you will draw a green or a red marble is \ (\frac {5 + 15} {5+15+16+20}\). We can also solve this problem by thinking in terms of probability by complement. We know that the marble we draw must be blue, red, green, or yellow. In other words, there is a probability of 1 that we will draw a blue, red, green, or yellow marble. The probability that a person is satisfied if it is known that the person bought a used car is approximately 0.638 or 63.8%. Note: it is faster to do a table problem like this using the method from Example \(\PageIndex{4}\). There are 83 people who bought a used car and are satisfied out of the 130 people who bought a used car.Find the probability. This problem requires us to find the probability that p1 is less than p 2. This is equivalent to finding the probability that p 1 - p 2 is less than zero. To find this probability, we need to transform the random variable (p 1 - p 2) into a z-score. That transformation appears below.6th grade (WNCP) 4 units · 90 skills. Unit 1 Number. Unit 2 Patterns and Relations. Unit 3 Shape and Space. Unit 4 Statistics and Probability. Math. 6th grade (WNCP)The Birthday Problem. One of the most famous problems in probability theory is the Birthday Problem, which has to do with shared birthdays in a large group. To make the analysis easier, we’ll ignore leap days, and assume that the probability of being born on any given date is 1 365 1 365. Now, if you have 366 people in a room, we’re ... bryan adams everything i do i do for you These Probability Worksheets will produce problems with simple numbers, sums, differences, multiples, divisors, and factors using a pair of dice. Probability With a Deck of Cards Worksheet These Probability Worksheets will produce problems about a standard 52 card deck without the Jokers. Tutorial: Basic Statistics in Python — Probability. When studying statistics for data science, you will inevitably have to learn about probability. It is easy lose yourself in the formulas and theory behind probability, but it has essential uses in both working and daily life. We've previously discussed some basic concepts in descriptive ...High school statistics 7 units · 61 skills. Unit 1 Displaying a single quantitative variable. Unit 2 Analyzing a single quantitative variable. Unit 3 Two-way tables. Unit 4 Scatterplots. Unit 5 Study design. Unit 6 Probability. Unit 7 Probability distributions & expected value. Course challenge. Independent Events. Two events, A and B, are independent if the outcome of A does not affect the outcome of B. In many cases, you will see the term, "With replacement ". As we study a few probability problems, I will explain how "replacement" allows the events to be independent of each other. Let's take a look at an example. The probability of any event is a value between (and including) "0" and "1". Follow the steps below for calculating probability of an event A: Step 1: Find the sample space of the experiment and count the elements. Denote it by n (S). Step 2: Find the number of favorable outcomes and denote it by n (A). dosa batter Unit test. Level up on all the skills in this unit and collect up to 1400 Mastery points! Probability and combinatorics are the conceptual framework on which the world of statistics is built. Besides this important role, they are fascinating, fun, and often surprising! If a student is selected at random from the class, find the probability that he will be studying Mathematics or Biology. Solution:- 19. In an entrance test that is graded on the basis of two examinations, the probability of a randomly …Because there will be 2 people in a group (people that will be with Kyra in a group), the number of ways to arrange the 2 people in a group is just 2! (2 factorial). Lastly, we divide the number of combinations or groups with Kyra in it by the number of combinations or groups in total because it's just the formula for probability.Definition 2.2.1. For events A and B, with P(B) > 0, the conditional probability of A given B, denoted P(A | B), is given by. P(A | B) = P(A ∩ B) P(B). In computing a conditional probability we assume that we know the outcome of the experiment is in event B and then, given that additional information, we calculate the probability that the ... where can i watch the rose bowl Integrated math 3 13 units · 110 skills. Unit 1 Polynomial arithmetic. Unit 2 Polynomial factorization. Unit 3 Polynomial division. Unit 4 Polynomial graphs. Unit 5 Logarithms. Unit 6 Transformations of functions. Unit 7 Equations. Unit 8 Trigonometry.Students will have to apply their knowledge of probability to solve various problems and answer questions. They will also practice using the addition rule, multiplication rule, conditional probability, and Bayes' theorem to solve probability problems. Access NCERT Solutions for Class-11 Maths Chapter 16 Probability Exercise 16.1. 1.You have hair all over your body, not just on your head. Find out about what's normal, how to care for hair, and common hair problems. The average person has 5 million hairs. Hair ...Events and Outcomes. A probability experiment is an activity or an observation whose result cannot be predicted ahead of time.. The result of an experiment is called an outcome.. The sample space is the set of all possible outcomes for a probability experiment. It is usually denoted by \(S\). An event is a subset of the sample space. It is a collection of …How do you calculate the probability of an event given that another event has occurred? Watch this video to learn how to use the formula for conditional probability and apply it to real-world scenarios. Khan Academy is a free online learning platform that offers courses in various subjects, including statistics and probability. types of jackets maledark chocolate brown hair An insurance score is a number generated by insurance companies based on your credit score and claim history to determine the probability that a… An insurance score is a number gen...Rule of Multiplication The probability that Events A and B both occur is equal to the probability that Event A occurs times the probability that Event B occurs, given that A has occurred. P (A ∩ B) = P (A) P (B|A) Example An urn contains 6 red marbles and 4 black marbles. Two marbles are drawn without replacement from the urn. Probability and Statistics Puzzles. Flex your skills with some quick and fun probability and statistic puzzles. 88 Lessons. It's Dicey. In the Cards. Same or Different. Sock Hop. A Winning Combination. Random Numbers. The probability density function (" p.d.f. ") of a continuous random variable X with support S is an integrable function f ( x) satisfying the following: f ( x) is positive everywhere in the support S, that is, f ( x) > 0, for all x in S. The …Probability is how likely something is to happen. Learn how to calculate simple probabilities in this free, interactive lesson! Start learning now. Practice easy problems on probability theory with step-by-step solutions. Find the probability of events involving dice, cards, coins and sets. Unit 1 Absolute value & piecewise functions. Unit 2 Quadratics: Multiplying & factoring. Unit 3 Quadratic functions & equations. Unit 4 Irrational numbers. Unit 5 Complex numbers. Unit 6 Rational exponents and radicals. Unit 7 Exponential models. Unit 8 Similarity. Unit 9 Right triangles & trigonometry. a month ago. To find the probability of pulling a yellow marble from the bag, you need to determine the ratio of the number of yellow marbles to the total number of marbles in the bag. In this case, there are 3 yellow marbles and a total of 8 marbles. So the probability of pulling a yellow marble is 3/8. ( 2 votes) Probability is: (Number of ways it can happen) / (Total number of outcomes) Dependent Events (such as removing marbles from a bag) are affected by previous events. Independent events (such as a coin toss) are not affected by previous events. We can calculate the probability of two or more Independent events by multiplying.Balls into bins problem. Banach's matchbox problem. Bertrand's ballot theorem. Bertrand's box paradox. Birthday problem. Boy or girl paradox. Buffon's needle problem.Example. In the state lottery from the previous example, if five of the six numbers drawn match the numbers that a player has chosen, the player wins a second prize of $1,000. Compute the probability that you win the second prize if you purchase a single lottery ticket. Show Solution. The previous examples are worked in the following video.Probabilities may be marginal, joint or conditional. A marginal probability is the probability of a single event happening. It is not conditional on any other event occurring. pressure washer heater Mary asks, “We live in an older home that is raised off the ground with a crawlspace. In the past few years, the hardwood flooring in several rooms has started to warp and cup. Wha...Class 12 math (India) 15 units · 171 skills. Unit 1 Relations and functions. Unit 2 Inverse trigonometric functions. Unit 3 Matrices. Unit 4 Determinants. Unit 5 Continuity & differentiability. Unit 6 Advanced differentiation. Unit 7 Playing with graphs (using differentiation) Unit 8 Applications of derivatives.Take a guided, problem-solving based approach to learning Probability. These compilations provide unique perspectives and applications you won't find anywhere else. chinese food dallas The probability density function (" p.d.f. ") of a continuous random variable X with support S is an integrable function f ( x) satisfying the following: f ( x) is positive everywhere in the support S, that is, f ( x) > 0, for all x in S. The …In Problems 1 and 2, a student was chosen at random, but we don't know anything about the student. We are just calculating the probability that they would have a specific trait (that they chose flying as their superpower in Problem 1, or that they were male in Problem 2). Hope this clears up your confusion!The probability of an event is shown using "P": P (A) means "Probability of Event A". The complement is shown by a little mark after the letter such as A' (or sometimes Ac or A ): P (A') means "Probability of the complement of Event A". The two probabilities always add to …Conditional probability is the likelihood of an event given that another event has already occurred. This concept is useful for analyzing situations involving randomness, such as games, experiments, or surveys. In this section, you will learn how to calculate conditional probability using formulas, tables, and tree diagrams. You will also explore some real-world … i love you in 100 languagessoft leggings Rule of Multiplication The probability that Events A and B both occur is equal to the probability that Event A occurs times the probability that Event B occurs, given that A has occurred. P (A ∩ B) = P (A) P (B|A) Example An urn contains 6 red marbles and 4 black marbles. Two marbles are drawn without replacement from the urn.Balls into bins problem. Banach's matchbox problem. Bertrand's ballot theorem. Bertrand's box paradox. Birthday problem. Boy or girl paradox. Buffon's needle problem. best cat wet food Conditional probability is the likelihood of an event given that another event has already occurred. This concept is useful for analyzing situations involving randomness, such as games, experiments, or surveys. In this section, you will learn how to calculate conditional probability using formulas, tables, and tree diagrams. You will also explore some real-world …Running away has always seemed so much easier than facing the problems we have in life. We believe that, if we Running away has always seemed so much easier than facing the problem...Booking.com wants to trademark two generic terms, making them into one extremely valuable piece of intellectual property. That's bad for the internet, say digital liberties advocat...The generation of test vectors is a key technique that affects the efficiency and fault detection rate of the boundary scan test. Aiming at the local optimal solution problem …Important questions for Class 10 Maths Chapter 15 Probability are given here based on the weightage prescribed by CBSE. The questions are framed as per the revised CBSE 2022-2023 Syllabus and latest exam pattern. Students preparing for the CBSE class 10 board exams are advised to go through these Probability questions to get the full marks for the questions from …Examples for. Probability. Probability is the quantification of the likelihood that an event or a set of events will occur. Using Wolfram|Alpha's broad computational understanding of probability and expansive knowledge of real-world applications of probability theory, you can compute the chances of winning various games driven by random chance, conduct and analyze the …These probability questions give you a group, and ask you to calculate the probability of an event occurring for a certain number of random members within that group. Probability of a Group Choosing the Same Thing : Steps. Sample Problem: There are 200 people at a book fair. 159 of them will buy at least one book. If you survey 5 random people ...measurable space (Ω,F). A measure space (Ω,F, P) with P a probability measure is called a probability space. The next exercise collects some of the fundamental properties shared by all prob-ability measures. Exercise 1.1.4. Let (Ω,F,P) be a probability space and A,B,Ai events in F. Prove the following properties of every probability measure.Dependent probability. A bag contains 6 red jelly beans, 4 green jelly beans, and 4 blue jelly beans. If we choose a jelly bean, then another jelly bean without putting the first one back in the bag, what is the probability that the first jelly bean will … There are 4 rooms and 5 suspects. This page titled 7.7: Probability with Permutations and Combinations is shared under a CC BY 4.0 license and was authored, remixed, and/or curated by OpenStax via source content that was edited to the style and standards of the LibreTexts platform; a detailed edit history is available upon request. The Multiplication Rule. This is also called the AND Rule from which dependent and independent events can be calculated. The probability that two events A and B will occur in sequence is. The probability that events A and B and C will occur is given by. P(A and B and C) = P(A) × P(B/A) × P(C/A and B) P ( A and B and C) = P ( A) × P ( B / A ... how to get rid of phone virus Because there will be 2 people in a group (people that will be with Kyra in a group), the number of ways to arrange the 2 people in a group is just 2! (2 factorial). Lastly, we divide the number of combinations or groups with Kyra in it by the number of combinations or groups in total because it's just the formula for probability.What is the probability that the problem is solved? Sol: Probability of the problem getting solved = 1 – (Probability of none of them solving the problem) Probability of problem getting solved = 1 – (5/7) x (3/7) x (5/9) = (122/147) Example 9: Find the probability of getting two heads when five coins are tossed. easy meal preps Formulas and Quick Tricks for Probability. Def. of Probability: Probability is the measure of possibility or likelihood of any event (any phenomenon happened or bound to happen) Experiment: Any phenomenon like rolling a dice, tossing a coin, drawing a card from a well-shuffled deck, etc. Outcome: The Result of any event; like number appearing on a dice, side of …Number activities for kids include creating a scale, discovering probability, and creating a secret code. Learn more about number activities for kids. Advertisement From card games...Problems for new businesses range from marketing mistakes to financial miscalculation. Read our list of the 10 most common problems for new businesses. Advertisement Every busy dow... water cooling fan Dec 14, 2019 · Probability can be expressed as a fraction, a decimal, or a percent. To solve a probability problem identify the event, find the number of outcomes of the event, then use probability law: \(\frac{number\ of \ favorable \ outcome}{total \ number \ of \ possible \ outcomes}\) Probability Problems . The Absolute Best Books to Ace Pre-Algebra to ... Adding probabilities. 26 customers are eating dinner at a local diner. Of the 26 customers, 20 order coffee, 8 order pie, and 7 order coffee and pie. Using this information, answer each of the following questions. Let A be the event that a randomly selected customer orders coffee and B be the event that a randomly selected customer orders pie. Problem : If a coin is flipped twice, what is the probability that it will land heads at least once? Problem : A bag contains 4 white counters, 6 black counters, and 1 green counter. What is the probability of drawing: Jul 31, 2023 · 2. Add the numbers together to convert the odds to probability. Converting odds is pretty simple. First ,break the odds into 2 separate events: the odds of drawing a white marble (11) and the odds of drawing a marble of a different color (9). Add the numbers together to calculate the number of total outcomes. The experimental probability of an event is an estimate of the theoretical (or true) probability, based on performing a number of repeated independent trials of an experiment, counting the number of times the desired event occurs, and finally dividing the number of times the event occurs by the number of trials of the experiment. For example, if a fair die is rolled 20 times …If you are an avid traveler, you know the importance of having a confirmed PNR (Passenger Name Record) for your journey. However, it can be frustrating when your PNR status shows “...Learn how to calculate combinations in a counting or probability problem using a formula. Learn combinatorial rules for finding the number of possible combinations. Updated: 11/21/2023Probability Worksheet for Class 10. A coin is tossed once, what is the probability of getting a head. A die is thrown once, find the probability of getting an even number and a multiple of 3, Two dice are thrown at the same time, find the probability that the sum of two numbers appearing on the top of the dice is more than nine.The closer the probability is to zero, the less likely it is to happen, and the closer the probability is to one, the more likely it is to happen. The total of all the probabilities for an event is equal to one. For example, you know there's a one in two chance of tossing heads on a coin, so the probability is 50%.Problem : If a dice is rolled once, what is the probability that it will show a multiple of 1? A multiple of 7 ? 1, 0. Problem : If a coin is flipped twice, what is the probability that it will …Experimental probability is the probability that an event occurred in the duration of an experiment. It is calculated by dividing the number of event occurrences by the number of t...Feb 5, 2019 ... What is the probability that n(n+1) will be divisible by 3 ? ... A fair coin is tossed 5 times. What is the probability of getting at least three ...Feb 5, 2019 ... What is the probability that n(n+1) will be divisible by 3 ? ... A fair coin is tossed 5 times. What is the probability of getting at least three ...Probability is a integral part of mathematics and plays a crucial role in fields like science, engineering, finance, and economics. In this article, we will discuss the most common types of probability questions which are commonly asked on quantitative aptitude tests. ... Problems on Probability | Set-2.Please solve the following probability practice problems: Suggested Action. FREE Live Master Classes by our Star Faculty with 20+ years of experience. Register Now . Determine the probability that a digit chosen at random from the digits 1, … travel to thailandwhere can i watch shameless The probability of getting Sam is 0.6, so the probability of Alex must be 0.4 (together the probability is 1) Now, if you get Sam, there is 0.5 probability of being Goalie (and 0.5 of not being Goalie): If you get Alex, there is 0.3 probability of being Goalie (and 0.7 not): food dayton ohio A conditional probability is a probability that a certain event will occur given some knowledge about the outcome or some other event. The concept of conditional probability is closely tied to the concepts of independent and dependent events. Probability problems that provide knowledge about the outcome can often lead to surprising results. A good example of this is …Experimental probability is the actual result of an experiment, which may be different from the theoretical probability. Example: you conduct an experiment where you flip a coin 100 times. The theoretical probability is 50% heads, 50% tails. The actual outcome of your experiment may be 47 heads, 53 tails.Genetics for Probability. To provide a scientific context for our probability problems, we will use examples from genetics. Genetics is almost unique among the sciences, in that its fundamental laws were stated as probability laws. Thus the probabilities we compute have a reality as long-run frequencies, and are not just subjective.In other words, in order to get a new value of seed, multiply the old value by 7621, add 1, and, finally, take the result modulo 9999. Now, assume, as in the example above, we need a random selection from the triple 1, 2, 3. That is, we seek a random integer n satisfying 1 ≤ n ≤ 3. The formula is. n = [3 × seed /9999] + 1. Probability theory began in seventeenth century France when the two great French mathematicians, Blaise Pascal and Pierre de Fermat, corresponded over two problems from games of chance. Problems like those Pascal and Fermat solved continuedto influence such early researchers as Huygens, Bernoulli, and DeMoivre in establishing a mathematical theory of probability. Today, probability theory is a ... What is the probability of rolling a 5 when a die is rolled? No. of ways it can occur = 1. Total no. of possible outcomes = 6. So the probability of rolling a particular number when a die is rolled = 1/6. Compound probability. Compound probability is when the problem statement asks for the likelihood of the occurrence of more than one outcome.The experimental probability of an event is an estimate of the theoretical (or true) probability, based on performing a number of repeated independent trials of an experiment, counting the number of times the desired event occurs, and finally dividing the number of times the event occurs by the number of trials of the experiment. For example, if a fair die is rolled 20 times …Learn how to solve various probability problems with video lessons and examples. Topics include sample space, frequency table, area, permutations, combinations, … 18.05 Introduction to Probability and Statistics (S22), Practice Final Exam Solutions. 18.05 Introduction to Probability and Statistics (S22), Practice Post Exam 2 Solutions. MIT OpenCourseWare is a web based publication of virtually all MIT course content. OCW is open and available to the world and is a permanent MIT activity. 3.2: Problems on Conditional Probability. Determine, if possible, the conditional probability P(Ac | B) = P(AcB) / P(B). In Exercise 11 from "Problems on Minterm Analysis," we have the following data: A survey of a represenative group of students yields the following information: 78 percent are male or are active in intramural sports (or both ...Backgammon is a classic board game that has been enjoyed by players for centuries. Its blend of strategy and luck makes it a favorite among enthusiasts worldwide. Backgammon is a g...Jul 16, 2020 · Find the probability of obtaining two pairs, that is, two cards of one value, two of another value, and one other card. Solution. Let us first do an easier problem-the probability of obtaining a pair of kings and queens. Since there are four kings, and four queens in the deck, the probability of obtaining two kings, two queens and one other card is Probability Involving AND and OR - MathBitsNotebook (A2) This section will take a look at probability involving the concepts of " AND " and " OR ". It will be observed that there is a working relationship between set theory and probability. Examine "AND". In probability, an outcome is in event " A and B ".3 companies that practiced optionality and won in the market 2023 isn’t the first layoffs we’ve seen. We can point to plenty of times when cutting staff was the probable option, if...In this setting, the birthday problem is to compute the probability that at least two people have the same birthday (this special case is the origin of the name). The solution of the birthday problem is an easy exercise in combinatorial probability. The probability of the birthday event is P(Bm, n) = 1 − m ( n) mn, n ≤ m and P(Bm, n) = 1 ...Apr 15, 2022 ... DO YOU NEED TO PREP FOR THE ACT? If you are taking the ACT for the first time or the last time, we have all the resources you need to ...Probability Worksheet for Class 10. A coin is tossed once, what is the probability of getting a head. A die is thrown once, find the probability of getting an even number and a multiple of 3, Two dice are thrown at the same time, find the probability that the sum of two numbers appearing on the top of the dice is more than nine.12 word problems for students to work on at home. An example problem is provided and explained. Example: A number cube has 6 sides. The sides have the numbers 2, 4, 7, 8, 1, and 5. If the cube is thrown once, what is the probability of rolling the number 9 or the number 5?The generation of test vectors is a key technique that affects the efficiency and fault detection rate of the boundary scan test. Aiming at the local optimal solution problem …Probability is traditionally considered one of the most difficult areas of mathematics, since probabilistic arguments often come up with apparently paradoxical or counterintuitive results. Examples include the Monty Hall paradox and the birthday problem. Probability can be loosely defined as the chance that an event will happen.Probability is traditionally considered one of the most difficult areas of mathematics, since probabilistic arguments often come up with apparently paradoxical or counterintuitive results. Examples include the Monty Hall paradox and the birthday problem. Probability can be loosely defined as the chance that an event will happen. honda accord 04is direct auto insurance good Problems in Probability is an excellent source of exercises for graduate courses in probability. The exercises are diverse and very well chosen … .”. (SIAM Review, Vol. 56 (4), December, 2014) “This is an invaluable addition to the class of problem books; it will enable the beginning graduate student to tackle the more advanced continuous ...Twenty problems in probability. This section is a selection of famous probability puzzles, job interview questions (most high-tech companies ask their applicants math questions) …Since the problem is asking for the probability of 3 heads, anyone looking at the problem can consider your answer/work through the context of the question. (However, you are right: the same question asking for the probability of 3/8 tails would also have the … So, the required probability = P(E) = (\frac{17}{23}\). The examples can help the students to practice more questions on probability by following the concept provided in the solved probability problems. Probability. Probability. Random Experiments. Experimental Probability. Events in Probability. Empirical Probability. Coin Toss Probability Because there will be 2 people in a group (people that will be with Kyra in a group), the number of ways to arrange the 2 people in a group is just 2! (2 factorial). Lastly, we divide the number of combinations or groups with Kyra in it by the number of combinations or groups in total because it's just the formula for probability.Solution to Problem 1. A customer can choose one monitor, one keyboard, one computer and one printer. The diagram below shows each item with the number of choices the customer has. Using the counting principle used in the introduction above, the number of all possible computer systems that can be bought is given by. N = 4 × 2 × 4 × 3 = 96.Finding the probability of a simple event happening is fairly straightforward: add the probabilities together. For example, if you have a 10% chance of winning $10 and a 25% chance of winning $20 then your overall odds of winning something is 10% + 25% = 35%. This only works for mutually exclusive events (events that cannot happen at the same ... how to unclog a kitchen sink drain If you think a loved one has a drinking problem, you may want to help but don't know how. You may not be sure it really is a drinking problem. Or, you might be afraid that your lov...Students will have to apply their knowledge of probability to solve various problems and answer questions. They will also practice using the addition rule, multiplication rule, conditional probability, and Bayes' theorem to solve probability problems. Access NCERT Solutions for Class-11 Maths Chapter 16 Probability Exercise 16.1. 1.Probability Practice Problems. 1. On a six-sided die, each side has a number between 1 and 6. What is the probability of throwing a 3 or a 4? 1 in 6. 1 in 3. 1 in 2. 1 in 4. 2. Three …Level up on all the skills in this unit and collect up to 2100 Mastery points! Start Unit test. Random variables can be any outcomes from some chance process, like how many heads will occur in a series of 20 flips of a coin. We calculate probabilities of random variables and calculate expected value for different types of random variables. low cost car shippingvolvo build The probability of getting Sam is 0.6, so the probability of Alex must be 0.4 (together the probability is 1) Now, if you get Sam, there is 0.5 probability of being Goalie (and 0.5 of not being Goalie): If you get Alex, there is 0.3 probability of being Goalie (and 0.7 not): They are definitely not intended as the most important open problems in Probability, and I do not follow the most active current research areas. Historically I ... salad meal prep Unit test. Level up on all the skills in this unit and collect up to 1400 Mastery points! Probability and combinatorics are the conceptual framework on which the world of statistics is built. Besides this important role, they are fascinating, fun, and often surprising!High school statistics 7 units · 61 skills. Unit 1 Displaying a single quantitative variable. Unit 2 Analyzing a single quantitative variable. Unit 3 Two-way tables. Unit 4 Scatterplots. Unit 5 Study design. Unit 6 Probability. Unit 7 Probability distributions & expected value. Course challenge.Learn the basics and applications of probability with examples and solutions for Class 9, 10, 11 and 12. Find the probability of events, complementary events, outcomes, …Integrated math 3 13 units · 110 skills. Unit 1 Polynomial arithmetic. Unit 2 Polynomial factorization. Unit 3 Polynomial division. Unit 4 Polynomial graphs. Unit 5 Logarithms. Unit 6 Transformations of functions. Unit 7 Equations. Unit 8 Trigonometry. composite deck boardsbest tires price Booking.com wants to trademark two generic terms, making them into one extremely valuable piece of intellectual property. That's bad for the internet, say digital liberties advocat...These Probability Worksheets will produce problems with simple numbers, sums, differences, multiples, divisors, and factors using a pair of dice. Probability With a Deck of Cards Worksheet These Probability Worksheets will produce problems about …They are not my problem; they are my children. And if ever my seemingly incessant complaining and confessional-style oversharing has lead you to believe otherwise, let me clear thi...Axioms of Probability (PDF) 5 Probability and Equal Likelihood (PDF) 6 Conditional Probabilities (PDF) 7 Bayes’ Formula and Independent Events (PDF) 8 Discrete Random Variables (PDF) 9 Expectations of Discrete Random Variables (PDF) 10 Variance (PDF) 11 Binomial Random Variables, Repeated Trials and the so-called Modern Portfolio Theory (PDF) 12Problems for new businesses range from marketing mistakes to financial miscalculation. Read our list of the 10 most common problems for new businesses. Advertisement Every busy dow...Brake problems are fairly common but can often be diagnosed by non-experts. Learn all about various potential brake problems at HowStuffWorks. Advertisement Undetected brake proble...In other words, in order to get a new value of seed, multiply the old value by 7621, add 1, and, finally, take the result modulo 9999. Now, assume, as in the example above, we need a random selection from the triple 1, 2, 3. That is, we seek a random integer n satisfying 1 ≤ n ≤ 3. The formula is. n = [3 × seed /9999] + 1.They are definitely not intended as the most important open problems in Probability, and I do not follow the most active current research areas. Historically I ...Level up on all the skills in this unit and collect up to 2100 Mastery points! Start Unit test. Random variables can be any outcomes from some chance process, like how many heads will occur in a series of 20 flips of a coin. We calculate probabilities of random variables and calculate expected value for different types of random variables.Probability problems. To solve probability problems, you need to understand the rules of probability; and you need to know how to count data points. Poker probability. To compute probabilities for poker hands, you rely on fundamental principles in probability. It's a great way to build analytical skill, and it's fun.measurable space (Ω,F). A measure space (Ω,F, P) with P a probability measure is called a probability space. The next exercise collects some of the fundamental properties shared by all prob-ability measures. Exercise 1.1.4. Let (Ω,F,P) be a probability space and A,B,Ai events in F. Prove the following properties of every probability measure.Probability with permutations and combinations. Each card in a standard deck of 52 playing cards is unique and belongs to 1 of 4 suits: Suppose that Luisa randomly draws 4 cards without replacement. What is the probability that Luisa gets 2 diamonds and 2 hearts (in any order)?Binomial Probability Calculator. Use the Binomial Calculator to compute individual and cumulative binomial probabilities. For help in using the calculator, read the Frequently-Asked Questions or review the Sample Problems.. To learn more about the binomial distribution, go to Stat Trek's tutorial on the binomial distribution.When an emergency arises in a large crowd, the bystander effect dictates that despite plenty of onlookers, your probability of getting help decreases. The solution? Pick a specific... Finding the probability of a simple event happening is fairly straightforward: add the probabilities together. For example, if you have a 10% chance of winning $10 and a 25% chance of winning $20 then your overall odds of winning something is 10% + 25% = 35%. This only works for mutually exclusive events (events that cannot happen at the same ... Solution. We illustrate using a tree diagram. The probability that we will get two black marbles in the first two tries is listed adjacent to the lowest branch, and it = 3/10. The probability of getting first black, second white, and third black = 3/20. Similarly, the probability of getting first white, second black, and third black = 3/25. gtfo the gamemontego bay to ocho rios Take a guided, problem-solving based approach to learning Probability. These compilations provide unique perspectives and applications you won't find anywhere else. tag heuer autavia In this setting, the birthday problem is to compute the probability that at least two people have the same birthday (this special case is the origin of the name). The solution of the birthday problem is an easy exercise in combinatorial probability. The probability of the birthday event is P(Bm, n) = 1 − m ( n) mn, n ≤ m and P(Bm, n) = 1 ...Problems in Probability is an excellent source of exercises for graduate courses in probability. The exercises are diverse and very well chosen … .”. (SIAM Review, Vol. 56 (4), December, 2014) “This is an invaluable addition to the class of problem books; it will enable the beginning graduate student to tackle the more advanced continuous ...Probability theory is also used in many different types of problems. Especially when talking about investments, it is also worth considering the risk to choose the most appropriate option. Our White Christmas calculator uses historical data and probability knowledge to predict the occurrence of snow cover for many cities during Christmas.PROBABILITIES FUND CLASS A- Performance charts including intraday, historical charts and prices and keydata. Indices Commodities Currencies StocksIn short, it helps us build good expectations about real-world events and phenomena. And, consequently, this helps us make better decisions (in the most general sense). There’s uncertainty in so many fields. You can apply probability theory in science, games, economics, education, politics, and many more.Probability and Statistics Puzzles. Flex your skills with some quick and fun probability and statistic puzzles. 88 Lessons. It's Dicey. In the Cards. Same or Different. Sock Hop. A Winning Combination. Random Numbers.Probability is an important chapter for the students of Class 9, 10, 11, and 12. The Probability Questions, with their answers included in this article, will help you understand the basic concepts and formula. These questions cover concepts like Sample Space, Events, Coin Probability, etc. Solving these problems will improve your understanding and problem …Probability Problems – Example 1: If there are \ (8\) red balls and \ (12\) blue balls in a basket, what is the probability that John will pick out a red ball from the …In probability theory, the law of total probability is a useful way to find the probability of some event A when we don’t directly know the probability of A but we do know that events B 1, B 2, B 3 … form a partition of the sample space S. This law states the following: The Law of Total Probability . If B 1, B 2, B 3 … form a partition of the sample space S, then …It helps determine the probability of defects or errors occurring during production and allows companies to identify and address potential issues before they become significant problems. 4. Genetics and Biology. Probability is used in genetics to study the likelihood of specific traits or diseases being passed down from parents to offspring.Probability, or the mathematical chance that something might happen, is used in numerous day-to-day applications, including in weather forecasts. Statistics and probability 16 units · 157 skills. Unit 1 Analyzing categorical data. Unit 2 Displaying and comparing quantitative data. Unit 3 Summarizing quantitative data. Unit 4 Modeling data distributions. Unit 5 Exploring bivariate numerical data. Unit 6 Study design. Unit 7 Probability. The three most common prostate problems are: enlarged prostate (benign prostatic hypertrophy), prostatitis, and prostate cancer. Written by a GP. Try our Symptom Checker Got any ot...Brake problems are fairly common but can often be diagnosed by non-experts. Learn all about various potential brake problems at HowStuffWorks. Advertisement Undetected brake proble...Axioms of Probability (PDF) 5 Probability and Equal Likelihood (PDF) 6 Conditional Probabilities (PDF) 7 Bayes’ Formula and Independent Events (PDF) 8 Discrete Random Variables (PDF) 9 Expectations of Discrete Random Variables (PDF) 10 Variance (PDF) 11 Binomial Random Variables, Repeated Trials and the so-called Modern Portfolio Theory (PDF) 12Probability and Statistics Puzzles. Flex your skills with some quick and fun probability and statistic puzzles. 88 Lessons. It's Dicey. In the Cards. Same or Different. Sock Hop. A Winning Combination. Random Numbers.Probability Involving AND and OR - MathBitsNotebook (A2) This section will take a look at probability involving the concepts of " AND " and " OR ". It will be observed that there is a working relationship between set theory and probability. Examine "AND". In probability, an outcome is in event " A and B ".18.05 Introduction to Probability and Statistics (S22), Practice Final Exam Solutions. 18.05 Introduction to Probability and Statistics (S22), Practice Post Exam 2 Solutions. MIT OpenCourseWare is a web based publication of virtually all MIT course content. OCW is open and available to the world and is a permanent MIT activity.From this point, you can use your probability tree diagram to draw several conclusions such as: · The probability of getting heads first and tails second is 0.5x0.5 = 0.25. · The probability of getting at least one tails from two consecutive flips is … top restaurants in quebec citymodern bed design We would like to show you a description here but the site won’t allow us.The probability of success, \(p\), and the probability of failure, \((1 - p)\), remains the same throughout the experiment. These problems are called binomial probability problems. Since these problems were researched by Swiss mathematician Jacques Bernoulli around 1700, they are also called Bernoulli trials. We give the following definition:Many times we need to calculate the probability that an event will happen at least once in many trials. The calculation can get quite complicated if there are more than a couple of trials. Using the complement to calculate the probability can simplify the problem considerably. The following example will help you understand the formula.Dec 14, 2019 · Probability can be expressed as a fraction, a decimal, or a percent. To solve a probability problem identify the event, find the number of outcomes of the event, then use probability law: \(\frac{number\ of \ favorable \ outcome}{total \ number \ of \ possible \ outcomes}\) Probability Problems . The Absolute Best Books to Ace Pre-Algebra to ... 3 companies that practiced optionality and won in the market 2023 isn’t the first layoffs we’ve seen. We can point to plenty of times when cutting staff was the probable option, if...Probability Problems – Example 1: If there are \ (8\) red balls and \ (12\) blue balls in a basket, what is the probability that John will pick out a red ball from the …Definition 2.2.1. For events A and B, with P(B) > 0, the conditional probability of A given B, denoted P(A | B), is given by. P(A | B) = P(A ∩ B) P(B). In computing a conditional probability we assume that we know the outcome of the experiment is in event B and then, given that additional information, we calculate the probability that the ... best places to stay in chicago You have hair all over your body, not just on your head. Find out about what's normal, how to care for hair, and common hair problems. The average person has 5 million hairs. Hair ...Example1: Four cards are picked randomly, with replacement, from a regular deck of 52 playing cards. Find the probability that all four are aces. Solution: There are four aces in a deck, and as we are replacing after each sample, so. P ( First Ace) = P ( Second Ace) = P ( Third Ace) = P ( Fouth Ace) = 4 52. Unit test. Level up on all the skills in this unit and collect up to 1400 Mastery points! Probability and combinatorics are the conceptual framework on which the world of statistics is built. Besides this important role, they are fascinating, fun, and often surprising! stephen king insomniahaven tent hammock ---2