all possible outcomes B A D Olo A questions 2 and 3 using this Venn diagram which depicts 4 events A, Figure 1. B, C, and D as circles. Which of the following statements is ALWAYS TRUE? Pr[ A and B ] = Pr[ A ] . Pr[ B] Pr[ A or B or C] = Pr[ A ] • Pr[ B] · Pr[ C] Pr[ C] = 1 - Pr[A] - Pr[B] Pr[ A and B and C] = 1 O Pr[ A or C] = Pr[ A ] + Pr[ C ]

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Chapter1: Starting With Matlab
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One way to visualize possible events is to depict them in Venn diagram. For example,
the diagram below can represent all possible birds observed at West Meadow Beach.
Set A corresponds to songbirds (e.g., warblers, finches, sparrows, blackbirds, orioles,
etc.), and set B to birds with red on their feathers (e.g., cardinals, red-winged
blackbirds, ruby-throated hummingbird, etc.). Many songbirds also have red on their
feathers (e.g., cardinals, red-winged blackbirds, robin), but there are birds with red
feathers that are not songbirds (e.g., ruby-throated hummingbird). Hence, in this
example, the intersection between set A and set B includes songbirds with red, and
thus the probability that a bird seen at West Meadow Beach is a songbird with red
somewhere on its feathers.
We can use these sets to investigate the probability of drawing birds of particular
characteristics from the universe of events. For example, the probability of drawing a
songbird is represented by set A, while the probability of drawing a bird with red
feathers is represented by set B. Set C corresponds to ducks and D corresponds to
buffleheads, we can then understand why D is completely included in C: all
buffleheads are ducks, but only some ducks are buffleheads. This Venn diagram also
shows mutual exclusivity. set A and set C are mutually exclusive: a bird can be a
songbird or a duck, but it cannot be both at the same time. When events are mutually
exclusive there is no overlap between them and thus their intersection is empty: the
probability that a bird seen at West Meadow Beach is both a songbird and a duck is 0.
The probability of mutually exclusive events can be added straightaway: the
probability that a bird seen at West Meadow Beach is either a songbird or a duck is
given by adding A and B.
Transcribed Image Text:One way to visualize possible events is to depict them in Venn diagram. For example, the diagram below can represent all possible birds observed at West Meadow Beach. Set A corresponds to songbirds (e.g., warblers, finches, sparrows, blackbirds, orioles, etc.), and set B to birds with red on their feathers (e.g., cardinals, red-winged blackbirds, ruby-throated hummingbird, etc.). Many songbirds also have red on their feathers (e.g., cardinals, red-winged blackbirds, robin), but there are birds with red feathers that are not songbirds (e.g., ruby-throated hummingbird). Hence, in this example, the intersection between set A and set B includes songbirds with red, and thus the probability that a bird seen at West Meadow Beach is a songbird with red somewhere on its feathers. We can use these sets to investigate the probability of drawing birds of particular characteristics from the universe of events. For example, the probability of drawing a songbird is represented by set A, while the probability of drawing a bird with red feathers is represented by set B. Set C corresponds to ducks and D corresponds to buffleheads, we can then understand why D is completely included in C: all buffleheads are ducks, but only some ducks are buffleheads. This Venn diagram also shows mutual exclusivity. set A and set C are mutually exclusive: a bird can be a songbird or a duck, but it cannot be both at the same time. When events are mutually exclusive there is no overlap between them and thus their intersection is empty: the probability that a bird seen at West Meadow Beach is both a songbird and a duck is 0. The probability of mutually exclusive events can be added straightaway: the probability that a bird seen at West Meadow Beach is either a songbird or a duck is given by adding A and B.
all possible outcomes
B
с
llo
e
Figure 1. Answer questions 2 and 3 using this Venn diagram which depicts 4 events A,
B, C, and D as circles.
Which of the following statements is ALWAYS TRUE?
O Pr[ A and B ] = Pr[ A ] • Pr[ B]
Pr[ A or B or C ] = Pr[ A ] · Pr[ B] · Pr[ C ]
Pr[ C ] = 1 - Pr[A] - Pr[B]
Pr[ A and B and C] = 1
○ Pr[ A or C] = Pr[ A ] + Pr[ C ]
Transcribed Image Text:all possible outcomes B с llo e Figure 1. Answer questions 2 and 3 using this Venn diagram which depicts 4 events A, B, C, and D as circles. Which of the following statements is ALWAYS TRUE? O Pr[ A and B ] = Pr[ A ] • Pr[ B] Pr[ A or B or C ] = Pr[ A ] · Pr[ B] · Pr[ C ] Pr[ C ] = 1 - Pr[A] - Pr[B] Pr[ A and B and C] = 1 ○ Pr[ A or C] = Pr[ A ] + Pr[ C ]
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