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AP Statistics Chapter 5 Flashcards

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8874711811ProbabilityA number between 0 and 1 that describes the proportion of times any outcome of a chance process would occur in a very long series of repetitions.0
8874711812Law of Large NumbersIf we observe more and more repetitions of any chance process, the proportion of times a specific outcome will occur approaches a single value (in the long run). In the short run, it is unpredictable.1
8874711813SimulationAn imitation of chance behavior based on a model that accurately reflects the situation.2
8874711814Performing a Simulation1. State: Ask a question of interest. 2. Plan: Describe how to imitate the chance process, using a device such as cards, a random number generator, or a table of random digits. 3. Do: Perform many repetitions. 4. Conclude: Answer your question of interest using your data.3
8874711815Sample Space (S)The set of all possible outcomes of a chance process.4
8874711816Probability ModelA description of some chance process that consists of two parts: a sample space S and a probability for each outcome.5
8874711817EventAny collection of outcomes from some chance process. A subset of the sample space. Usually designated by capital letters.6
8874711818Basic Rules of Probability1. The probability of any event is between 0 and 1. 2. All possible outcomes must add up to 1. 3. The probability of event does not occur is one minus the probability it does. 4. If two events have no outcomes in common, the probability one or the other occurs is their sum. 5. If all outcomes int he sample space are equally likely, the probability that event A occurs can be found using the formula P(A)= total of outcomes corresponding to event A/total number of outcomes in sample space7
8874711819ComplementEverything other than an outcome/event in the sample space. Complement rule: P(A^c) = 1 - P(A)8
8874711820Mutually Exclusive (Disjoint)Two outcomes that have no outcomes in common so can never occur together. Can never be independent, because one can't happen with the other.9
8874711821Venn DiagramA way to illustrate the sample space of a chance process including two events, consisting of two circles representing the events.10
8874711822Intersection (∩)All the outcomes in common between two events compared. P(A and B)11
8874711823Union (U)All the outcomes in the two events included. P(A or B)12
8874711824General Addition RuleP(A or B) = P(A) + P(B) - P(A and B) Fixes the double counting problem because of the overlapping outcomes.13
8874711825Conditional ProbabilityThe probability an event will occur given another event has already occurred. Denoted by P(B|A). For example, the probability the person is a man given he is 30. P(B|A) = P(A∩B)/P(B) P(A|B) = P(B∩A)/P(A)14
8874711826Independent EventsTwo events in which the occurrence of one event does not change the probability the other with happen. P(A|B) = P(A), and P(B|A) = P(B)15
8874711827General Multiplication RuleFinds the probability both A and B occur using the formula: P(A and B) = P(A∩B) = P(A) * P(B|A)16
8874711828Tree DiagramDisplays the sample space of a process involving a sequence of events, with each each subsequent event branching out from the first17
8874711829Multiplication Rule for Independent EventsIf A and B are independent, probability A and B both occur is: P(A∩B) = P(A) * P(B)18
8874711830Finding if Two Events are Independent1. P(B|A) = P(B) 2. P(A|B) = P(A)19
8874711831Long-run behaviorprobability approaches outcome20
8874711832relative frequencypercent, in long-run is probability21
8874711833addition rule for mutually exclusive eventsP(A or B) = P(A) + P(B)22
8874711834disjointP(A and B)=023
8874711835two-way tabletable of counts that organizes data about two categorical variables24
8874711836How to find the probability of at least oneP(at least one)=1-P(none)25

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