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AP Statistics Chapter 5 Flashcards

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8649913458ProbabilityA 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
8649913459Law 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
8649913460SimulationAn imitation of chance behavior based on a model that accurately reflects the situation.2
8649913461Performing 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
8649913462Sample Space (S)The set of all possible outcomes of a chance process.4
8649913463Probability ModelA description of some chance process that consists of two parts: a sample space S and a probability for each outcome.5
8649913464EventAny collection of outcomes from some chance process. A subset of the sample space. Usually designated by capital letters.6
8649913465Basic 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
8649913466ComplementEverything other than an outcome/event in the sample space. rule: P(A^c) = 1 - P(A)8
8649913467Mutually 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
8649913468Venn DiagramA way to illustrate the sample space of a chance process including two events, consisting of two circles representing the events.10
8649913469Intersection/AND (∩)All the outcomes in common between two events compared. P(A and B)11
8649913470Union/OR (U)All the outcomes in the two events included. P(A or B)12
8649913471General Addition RuleP(A or B) = P(A) + P(B) - P(A and B) Fixes the double counting problem because of the overlapping outcomes.13
8649913472Conditional 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
8649913473Independent 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
8649913474General 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
8649913475Tree DiagramDisplays the sample space of a process involving a sequence of events, with each each subsequent event branching out from the first17
8649913476Multiplication Rule for Independent EventsIf A and B are independent, probability A and B both occur is: P(A∩B) = P(A) * P(B)18
86499134771. P(B|A) = P(B) 2. P(A|B) = P(A)Finding if Two Events are Independent (what equations)19
8649913478Long-run behaviorprobability approaches outcome20
8649913479relative frequencypercent, in long-run is probability21
8649913480P(A or B) = P(A) + P(B)addition rule for mutually exclusive events22
8649913481P(A and B)=0disjoint events will result in _________ for P(A and B)23
8649913482two-way tabletable of counts that organizes data about two categorical variables24
8649913483P(at least one)=1-P(none)How to find the probability of at least one25

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