Flashcards · Maths
Probability
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What is the formula for probability when outcomes are equally likely?
Number of favourable outcomes divided by the total number of outcomes.
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What is the probability of an impossible event?
0.
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What is the probability of a certain event?
1.
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What is \(P(\text{not } A)\)?
\(1 - P(A)\).
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What do all the probabilities in a situation add up to?
1.
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What does mutually exclusive mean?
The events cannot happen at the same time.
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What is the addition rule for mutually exclusive events?
\(P(A \text{ or } B) = P(A) + P(B)\).
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What is the formula for relative frequency?
The number of times an event happened divided by the total number of trials.
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How can you tell if a dice might be biased?
Its relative frequencies are far from the expected \(\dfrac{1}{6}\), especially with many throws.
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How do you find an expected number of outcomes?
Multiply the probability by the number of trials.
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How many outcomes are there for two dice?
36.
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What is the probability of a total of 7 with two dice?
\(\dfrac{1}{6}\).
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What are the outcomes for two coins in order?
HH, HT, TH and TT.
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What is the general addition rule (Higher tier)?
\(P(A \text{ or } B) = P(A) + P(B) - P(A \text{ and } B)\).
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What is the probability of a heart or a king from a pack of cards (Higher tier)?
\(\dfrac{16}{52} = \dfrac{4}{13}\).
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Why does a larger experiment give a better estimate?
Relative frequency gets closer to the true probability with more trials.
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What does a tree diagram show?
All the possible outcomes of events happening one after another, with their probabilities.
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What do you do along a path in a tree diagram?
Multiply the probabilities.
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What do you do when more than one path gives the result you want?
Add the path probabilities.
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What should the branches leaving one point add up to?
1.
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What does independent mean for two events?
The first event does not change the probability of the second.
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What is different about the branches for events without replacement?
The second probabilities depend on the first pick.
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What is \(P(\text{at least one})\) in terms of \(P(\text{none})\)?
\(1 - P(\text{none})\).
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Rain has probability 0.3 on each of two days. What is the probability of rain on both days?
\(0.3 \times 0.3 = 0.09\).
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With 3 red and 2 blue counters, what is \(P(\text{two reds})\) without replacement?
\(\dfrac{3}{5} \times \dfrac{2}{4} = \dfrac{3}{10}\).
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With 3 red and 2 blue counters, what is \(P(\text{different colours})\) without replacement?
\(\dfrac{3}{5}\).
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What is the probability of any particular outcome of three coin tosses?
\(\dfrac{1}{8}\).
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How do you check a completed tree diagram?
The outcome probabilities should add up to 1.
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If one branch has probability 0.6, what is the other branch from the same point?
0.4.
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Why does the denominator drop to 4 on the second pick from 5 counters?
One counter has been taken and not replaced.
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What does "with replacement" mean?
The item is put back, so the probabilities stay the same.
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Why is "at least one" often quicker with the opposite?
Only one path (none) needs calculating instead of several.
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What does the symbol \(\xi\) represent?
The universal set, everything being considered.
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What does \(A \cap B\) mean?
The overlap: items in both \(A\) and \(B\).
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What does \(A \cup B\) mean?
Items in \(A\) or \(B\) or both.
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What does \(A'\) mean?
Items not in \(A\), the complement.
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What does \(3 \in A\) mean?
3 is a member of set \(A\).
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Where do you start when filling in a Venn diagram?
In the overlap.
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How do you find "football only"?
Subtract the number who play both from the number who play football.
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How do you find the number outside both circles?
Subtract everyone inside the circles from the total.
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How do you find the probability of a region of a Venn diagram?
The number in the region divided by the total in the rectangle.
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What is \(n(A \cup B)\) in terms of \(n(A)\), \(n(B)\) and \(n(A \cap B)\) (Higher tier)?
\(n(A) + n(B) - n(A \cap B)\).
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If \(A = \{2, 4, 6, 8, 10\}\) and \(B = \{3, 6, 9\}\), what is \(A \cap B\)?
\(\{6\}\).
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What is the union of \(A\) and \(B\) above?
\(\{2, 3, 4, 6, 8, 9, 10\}\).
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What does the whole rectangle in a Venn diagram show?
Everything in the universal set.
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What is the notation for the region in \(A\) but not in \(B\) (Higher tier)?
\(A \cap B'\).
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Why is it wrong to add 18 and 14 to find the number playing at least one sport?
The students who play both are counted twice.
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22 play football, 19 play tennis, 5 play neither out of 40. How many play both?
\(22 + 19 - 35 = 6\).
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What is a two-way table?
A table that sorts data by two features at once, with totals for rows and columns.
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What do the numbers in each row of a two-way table add up to?
The total at the end of the row.
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How do you find a missing number in a two-way table?
Subtract the known numbers from the row or column total.
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What is the grand total in a two-way table?
The total of all the items, in the bottom right corner.
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What is a frequency tree?
A tree diagram that shows numbers of items rather than probabilities.
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What should a pair of branches in a frequency tree add up to?
The number they came from.
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What is 60% of 200?
120.
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How do you find the probability from a two-way table?
The number in the cell, or cells, divided by the grand total.
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How do you estimate the expected number from a probability?
Multiply the probability by the number in the group.
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13 of 100 students cycle. How many of 500 would you expect to cycle?
\(\dfrac{13}{100} \times 500 = 65\).
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24 of 100 pupils are girls who walk. What is the probability?
\(\dfrac{24}{100} = \dfrac{6}{25}\).
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How can you check that a two-way table is complete?
The row totals and the column totals should both add to the grand total.
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If 22 of 50 people own a cat only and 14 own a dog only, with 6 owning both, how many have neither?
\(50 - 42 = 8\).
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Why must you check which row or column a number is in?
Numbers in the wrong row give wrong totals and wrong probabilities.
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What is 25% of 120?
30.
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Why draw a table or a tree for a wordy problem?
It organises the information and shows which numbers are missing.
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What is a conditional probability?
The probability of an event given that something else has happened or is known.
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What does \(P(A \mid B)\) mean?
The probability of \(A\) given \(B\).
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What does "given that" do to the group you look at?
It makes it smaller, to just those that satisfy the condition.
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What is the bottom of a conditional probability fraction?
The number in the given group.
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Out of 14 tennis players, 6 also play football. What is \(P(F \mid T)\)?
\(\dfrac{6}{14} = \dfrac{3}{7}\).
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Is \(P(A \mid B)\) always equal to \(P(B \mid A)\)?
No, they use different groups.
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What is the formula for \(P(A \text{ and } B)\) using conditional probability (Higher tier)?
\(P(A \mid B) \times P(B)\).
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How do you rearrange it to find \(P(A \mid B)\) (Higher tier)?
\(\dfrac{P(A \text{ and } B)}{P(B)}\).
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What is the condition for two events to be independent?
\(P(A \mid B) = P(A)\), or \(P(A \text{ and } B) = P(A) \times P(B)\).
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What are the second-stage probabilities on a tree without replacement?
Conditional probabilities.
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Of 50 people who drive, 20 are female. What is the probability that a driver is male?
\(\dfrac{30}{50} = \dfrac{3}{5}\).
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A person who drives is chosen. Why is the denominator 50 and not 100?
Only the drivers are in the group.
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In a tree with 3 red and 2 blue, what is \(P(\text{second red} \mid \text{first red})\)?
\(\dfrac{2}{4} = \dfrac{1}{2}\).
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If \(P(A) = 0.5\), \(P(B) = 0.4\) and \(P(A \text{ and } B) = 0.2\), are they independent?
Yes, because \(0.5 \times 0.4 = 0.2\).
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How do you find the total of the group when you are told the second pick was red?
Add all the paths that end in red.
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Which tools can you use to find conditional probabilities?
Venn diagrams, two-way tables and tree diagrams.