Outliers & Cleaning Data (AQA A-Level Mathematics): Quizzes

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Outliers & Cleaning Data
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What are outliers in a data set?

Data significantly different from rest

In a box plot, whiskers extend how far from quartiles to identify outliers?

1.5×IQR1.5 \times \text{IQR}

What ZZ-score value indicates a data point is likely an outlier?

Greater than 33 or less than 3-3

What is the formula for calculating the IQR?

Q3Q1Q3 - Q1

What is the lower bound formula in the IQR method for outliers?

Q11.5×IQRQ1 - 1.5 \times \text{IQR}

What is the upper bound formula in the IQR method for outliers?

Q3+1.5×IQRQ3 + 1.5 \times \text{IQR}

Which robust statistic is less sensitive to outliers than the mean?

Median

Which values can be used to impute missing data?

Mean, median, or mode

What does standardisation adjust data to have?

Mean of 00 and SD of 11

What range does normalisation typically scale data to?

Between 00 and 11

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