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Line 48... |
| 48 |
choosing the bandwidth of a Gaussian kernel density estimator.
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48 |
choosing the bandwidth of a Gaussian kernel density estimator.
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| 49 |
It defaults to 0.9 times the
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49 |
It defaults to 0.9 times the
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| 50 |
minimum of the standard deviation and the interquartile range divided by
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50 |
minimum of the standard deviation and the interquartile range divided by
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| 51 |
1.34 times the sample size to the negative one-fifth power
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51 |
1.34 times the sample size to the negative one-fifth power
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| 52 |
(= \I{Silverman}'s \sQuote{rule of thumb},
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52 |
(= \I{Silverman}'s \sQuote{rule of thumb},
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| 53 |
\bibcitet{|R:Silverman:1986|page 48\, \abbr{eqn} (3.31)})
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\bibcitet{|R:Silverman:1986|equation 3.31 on page 48})
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\emph{unless} the quartiles coincide when a positive result
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54 |
\emph{unless} the quartiles coincide when a positive result
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| 55 |
will be guaranteed.
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will be guaranteed.
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| 56 |
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56 |
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| 57 |
\code{bw.nrd} is the more common variation given by
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57 |
\code{bw.nrd} is the more common variation given by
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| 58 |
\bibcitet{R:Scott:1992}, using factor 1.06.
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58 |
\bibcitet{R:Scott:1992}, using factor 1.06.
|