Flashcards · Maths
Statistics
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How do you calculate the mean?
Add all the values and divide by the number of values.
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How do you find the median?
Put the values in order and take the middle one, or the mean of the two middle values.
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What is the mode?
The most common value.
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What is the range?
The largest value minus the smallest value.
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Which average is affected most by an outlier?
The mean.
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When is the mode the best average?
For non-numerical data, such as the most popular colour.
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What does a smaller range tell you?
The data is more consistent.
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How do you find the mean from a frequency table?
\(\sum fx\) divided by \(\sum f\).
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How do you find the median from a frequency table of \(n\) values?
Find the \(\dfrac{n + 1}{2}\)th value using cumulative frequencies.
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What is the mode in a frequency table?
The value with the highest frequency.
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What is the mid-point of the class \(20 < w \leq 40\)?
30.
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How do you estimate the mean of grouped data?
Multiply each mid-point by its frequency, add up, and divide by the total frequency.
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Why is the mean of grouped data only an estimate?
The exact values in each class are not known.
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Five numbers have a mean of 8. What is their total?
40.
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What is the modal class?
The class with the highest frequency.
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Why should you say "on average" in a comparison?
The answer is about typical values, not every item.
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How do you calculate the angle for a sector of a pie chart?
Frequency divided by total, multiplied by \(360^\circ\).
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How many degrees represent each person in a pie chart of 60 people?
\(6^\circ\).
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How do you find a frequency from an angle?
Angle divided by 360, multiplied by the total.
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What do the angles in a pie chart add up to?
\(360^\circ\).
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What is a dual bar chart?
A bar chart with two sets of bars side by side for comparing two groups.
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What is a stem-and-leaf diagram?
A diagram that sorts data into stems and leaves while keeping every value.
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What must a stem-and-leaf diagram include?
A key.
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How do you find the median from a stem-and-leaf diagram?
Count to the middle value, or take the mean of the two middle values.
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What does the key \(2 \mid 3\) mean when the key says 23?
The value is 23.
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Why should leaves be in order?
It makes the median, quartiles and range easy to find.
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How can a bar chart be misleading?
The vertical scale may not start at zero, or the bars may have uneven widths.
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Why is a 3D pie chart misleading?
The 3D effect distorts the sizes of the sectors.
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What is the range of a data set with the highest value 45 and the lowest 12?
33.
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How do you compare groups of different sizes?
Use fractions or percentages rather than raw frequencies.
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What fraction of a pie chart is a \(90^\circ\) sector?
\(\dfrac{1}{4}\).
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What percentage of a pie chart is a \(54^\circ\) sector?
15%.
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What is a scatter graph?
A graph that plots pairs of values to show whether two variables are related.
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What is positive correlation?
As one variable increases, so does the other.
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What is negative correlation?
As one variable increases, the other decreases.
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What does no correlation look like?
Scattered points with no pattern.
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What is a line of best fit?
A straight line through the middle of the points, showing the trend.
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How should you draw a line of best fit?
With a ruler, with roughly equal numbers of points above and below and ignoring outliers.
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What is an outlier?
A point that is far from the pattern of the others.
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What is interpolation?
Estimating a value inside the range of the data.
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What is extrapolation?
Estimating a value outside the range of the data.
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Why is extrapolation unreliable?
The trend may not continue.
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Does correlation prove one thing causes another?
No.
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What does the gradient of a line of best fit mean?
The change in the vertical variable for each unit increase in the horizontal variable.
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What does the \(y\)-intercept of a line of best fit mean?
The estimated value when the horizontal variable is zero.
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The line \(y = 4x + 8\) estimates the score for 12 hours of revision as?
\(4 \times 12 + 8 = 56\).
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Why is a larger sample better?
The line and correlation are more trustworthy.
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How should you describe correlation in an exam?
Use the variable names, such as "as age increases, value decreases".
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What is cumulative frequency?
A running total of frequencies.
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Where do you plot cumulative frequency points?
At the upper boundary of each class.
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What is the first point on a cumulative frequency graph?
The lowest value, with a cumulative frequency of 0.
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What is the median on a cumulative frequency graph of \(n\) values?
The value at cumulative frequency \(\dfrac{n}{2}\).
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Where is the lower quartile?
At cumulative frequency \(\dfrac{n}{4}\).
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Where is the upper quartile?
At cumulative frequency \(\dfrac{3n}{4}\).
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What is the interquartile range?
The upper quartile minus the lower quartile.
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Why is the interquartile range useful?
It is not affected by extreme values.
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How do you find how many values are above 80 on a cumulative frequency graph?
Read the cumulative frequency at 80 and subtract it from the total.
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What five numbers does a box plot show?
Minimum, lower quartile, median, upper quartile and maximum.
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What does the box in a box plot cover?
The middle half of the data, from the lower to the upper quartile.
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What does a smaller interquartile range mean?
The data is more consistent.
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How should you compare two distributions?
Compare a median and a measure of spread, with numbers and in context.
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What is the 90th percentile of 100 values?
The value at cumulative frequency 90.
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Why draw construction lines on a graph?
They show the method and earn the marks.
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What should the last point on a cumulative frequency graph equal?
The total number of values.
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What is the formula for frequency density?
Frequency divided by class width.
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What does the area of a bar in a histogram represent?
The frequency.
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How do you find a frequency from a histogram bar?
Frequency density multiplied by class width.
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What label goes on the vertical axis of a histogram?
Frequency density.
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Why are there no gaps between the bars of a histogram?
The data is continuous.
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How do you estimate the frequency in part of a class?
Take that fraction of the class's frequency.
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What is a population?
Everyone or everything you want to know about.
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What is a sample?
The part of the population that you actually measure.
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What is a biased sample?
One where some members of the population are more likely to be chosen than others.
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What is a random sample?
One where every member has an equal chance of being chosen.
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What is a stratified sample?
A sample with each group represented in proportion to its size.
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How do you find the number from a group in a stratified sample?
Group size divided by population size, times the sample size.
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What is the capture-recapture formula?
\(N = \dfrac{M \times n}{m}\).
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50 fish are marked, and a sample of 40 has 8 marked. What is the population estimate?
\(\dfrac{50 \times 40}{8} = 250\).
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What assumption does capture-recapture make?
The marked animals mix evenly and the population does not change.
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Why does a larger sample usually give a better estimate?
It is more likely to represent the whole population.