Independent Events

42 questions · 14 question types identified

Test independence using definition

A question is this type if and only if it asks to determine whether two events are independent by checking if P(A ∩ B) = P(A) × P(B), typically involving dice, cards, or other probability scenarios.

8
19.0% of questions
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3 A fair six-sided die is thrown twice and the scores are noted. Event \(X\) is defined as 'The total of the two scores is 4'. Event \(Y\) is defined as 'The first score is 2 or 5'. Are events \(X\) and \(Y\) independent? Justify your answer.
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Venn diagram with independence constraint

A question is this type if and only if it involves a Venn diagram where independence between certain events is given as a constraint to find unknown probabilities in the regions.

6
14.3% of questions
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  1. The Venn diagram, where \(p\) and \(q\) are probabilities, shows the three events \(A , B\) and \(C\) and their associated probabilities.
    \includegraphics[max width=\textwidth, alt={}, center]{a067577e-e2a6-440b-9d22-d558fade15f0-02_745_935_347_566}
    1. Find \(\mathrm { P } ( A )\)
    The events \(B\) and \(C\) are independent.
  2. Find the value of \(p\) and the value of \(q\)
  3. Find \(\mathrm { P } \left( A \mid B ^ { \prime } \right)\)
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Independence in contingency tables

A question is this type if and only if it provides a two-way table of frequencies and asks to test whether two categorical variables (e.g., college and sport preference, gender and instrument) are independent.

5
11.9% of questions
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1 In a group of 30 adults, 25 are right-handed and 8 wear spectacles. The number who are right-handed and do not wear spectacles is 19 .
  1. Copy and complete the following table to show the number of adults in each category.
    Wears spectaclesDoes not wear spectaclesTotal
    Right-handed
    Not right-handed
    Total30
    An adult is chosen at random from the group. Event \(X\) is 'the adult chosen is right-handed'; event \(Y\) is 'the adult chosen wears spectacles'.
  2. Determine whether \(X\) and \(Y\) are independent events, justifying your answer.
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Both independence and mutual exclusivity

A question is this type if and only if it explicitly asks to determine both whether events are independent AND whether they are mutually exclusive in the same question.

5
11.9% of questions
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1 Events \(A\) and \(B\) are such that \(\mathrm { P } ( A ) = 0.3 , \mathrm { P } ( B ) = 0.8\) and \(\mathrm { P } ( A\) and \(B\) )=0.4. State, giving a reason in each case, whether events \(A\) and \(B\) are
  1. independent,
  2. mutually exclusive.
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Calculate probabilities using independence

A question is this type if and only if it states that events are independent and asks to find probabilities of intersections, unions, or complements using the independence property.

5
11.9% of questions
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1 Independent random variables \(X\) and \(Y\) have distributions \(\mathrm { B } ( 7 , p )\) and \(\mathrm { B } ( 8 , p )\) respectively.
  1. Explain why \(X + Y \sim \mathrm {~B} ( 15 , p )\).
  2. Find \(\mathrm { P } ( X = 2 \mid X + Y = 5 )\).
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Find unknown probability given independence

A question is this type if and only if it states that events are independent and provides some probabilities, requiring you to solve for an unknown probability (e.g., find P(B) given P(A) and P(A ∪ B)).

3
7.1% of questions
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2. The events \(A\) and \(B\) are independent. Given that \(\mathrm { P } ( A ) = 0.4\) and \(\mathrm { P } ( A \cap B ) = 0.12\), find
  1. \(\mathrm { P } ( B )\),
  2. \(\mathrm { P } ( A \cup B )\),
  3. \(\mathrm { P } \left( A ^ { \prime } \cap B \right)\),
  4. \(\mathrm { P } \left( A \mid B ^ { \prime } \right)\).
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Independent repeated trials

A question is this type if and only if it involves calculating probabilities for independent repeated events (e.g., flights, survey responses) using multiplication of probabilities across trials.

3
7.1% of questions
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1 A statistics student asks people to complete a survey. The probability that a randomly chosen person agrees to complete the survey is 0.2 . Find the probability that at least one of the first three people asked agrees to complete the survey.
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Independence with three or more events

A question is this type if and only if it involves three or more events where pairwise or mutual independence is stated or must be verified, often with Venn diagrams.

2
4.8% of questions
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6. Three events \(A , B\) and \(C\) are defined in the sample space \(S\). The events \(A\) and \(B\) are mutually exclusive and \(A\) and \(C\) are independent.
  1. Draw a Venn diagram to illustrate the relationships between the 3 events and the sample space. Given that \(\mathrm { P } ( A ) = 0.2 , \mathrm { P } ( B ) = 0.4\) and \(\mathrm { P } ( A \cup C ) = 0.7\), find
  2. \(\mathrm { P } ( A C )\),
  3. \(\mathrm { P } ( A \cup B )\),
  4. \(\mathrm { P } ( C )\). END
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Real-world independence interpretation

A question is this type if and only if it presents a real-world scenario (e.g., exam results, student activities) and asks whether achieving one outcome is independent of achieving another based on given data.

2
4.8% of questions
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12 You must show detailed reasoning in this question. In the summer of 2017 in England a large number of candidates sat GCSE examinations in both mathematics and English. 56\% of these candidates achieved at least level 4 in mathematics and \(80 \%\) of these candidates achieved at least level 4 in English. 14\% of these candidates did not achieve at least level 4 in either mathematics or English. Determine whether achieving level 4 or above in English and achieving level 4 or above in mathematics were independent events.
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Prove independence relationship algebraically

A question is this type if and only if it asks to show or prove that events cannot be independent (or must be dependent) using algebraic manipulation of given probability constraints.

1
2.4% of questions
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1 For the mutually exclusive events \(A\) and \(B , \mathrm { P } ( A ) = \mathrm { P } ( B ) = x\), where \(x \neq 0\).
  1. Show that \(x \leqslant \frac { 1 } { 2 }\).
  2. Show that \(A\) and \(B\) are not independent. The event \(C\) is independent of \(A\) and also independent of \(B\), and \(\mathrm { P } ( C ) = 2 x\).
  3. Show that \(\mathrm { P } ( A \cup B \cup C ) = 4 x ( 1 - x )\).
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Find parameter using independence

A question is this type if and only if it requires finding an unknown parameter (like x in a box of fruits) by setting up an equation using the independence condition or a given probability.

1
2.4% of questions
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2 Jameel has 5 plums and 3 apricots in a box. Rosa has \(x\) plums and 6 apricots in a box. One fruit is chosen at random from Jameel's box and one fruit is chosen at random from Rosa's box. The probability that both fruits chosen are plums is \(\frac { 1 } { 4 }\). Write down an equation in \(x\) and hence find \(x\). [3]
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Independence in combinatorial scenarios

A question is this type if and only if it involves testing independence of events defined by combinatorial outcomes (e.g., marble arrangements in boxes, specific dice configurations).

1
2.4% of questions
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5 Marco has four boxes labelled \(K , L , M\) and \(N\). He places them in a straight line in the order \(K , L , M\), \(N\) with \(K\) on the left. Marco also has four coloured marbles: one is red, one is green, one is white and one is yellow. He places a single marble in each box, at random. Events \(A\) and \(B\) are defined as follows.
\(A\) : The white marble is in either box \(L\) or box \(M\).
\(B\) : The red marble is to the left of both the green marble and the yellow marble.
Determine whether or not events \(A\) and \(B\) are independent.
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Test mutual exclusivity

A question is this type if and only if it asks whether two events are mutually exclusive, typically by checking if P(A ∩ B) = 0 or if the events can occur simultaneously.

0
0.0% of questions
Conditional probability with independence

A question is this type if and only if it asks to find a conditional probability P(A|B) in a context where independence or lack thereof is relevant to the calculation.

0
0.0% of questions