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ilmQA

Multivariate outlier detection based on PCA of QA statistics

Bundled with arrayMvout · exported, loads via data()

Class
matrix
Dimensions
19 × 4
Missing
0
Format
rda · gzip
version 2 · 728 B
File
data/ilmQA.rda
Fingerprint
a70a8b7b
Source
Source not stated
About this object
A flat block of values with dimensionsA block of cells sharing every edge, with nothing above the columns and nothing in it: a name here is hung on the whole block rather than on one column.

A single vector with a dim attribute. All elements share one type. R object catalogue

Values

Computed over every cell in the object, reading it as one vector.

numeric
Cells
76
Missing
0
Min.
0.3153
1st Qu.
1.17635
Median
4.023
Mean
20.4462
3rd Qu.
15.1242
Max.
103
Std. dev
33.3347
Distinct
72
Skewness
1.545
Kurtosis
0.8093
Outliers
19 0 low · 19 high
Margins

The mean of each row, and of each column, summarised. Reading every cell as one vector gives a matrix and its transpose the same answer; these do not.

MarginMin.1st Qu.MedianMean3rd Qu.Max.Std. dev
Rows12.14613.86925.32420.44626.16427.8336.4654
Columns0.335241.20944.060320.44623.29773.32935.361

The column means vary far more than the row means, so what separates the values runs across the columns.

Dimensions and labels
MarginLabelsCount
RowsA1, B1, C1, D1, A2, B2, C2, D2, A3, B3, D3, A4, …19
Columnsmean, standard deviation, detection rate(0.01), distance to sample mean4
Columns

This object is 4 columns wide. A matrix carries no per-column schema, so its width is what the catalogue records and there is nothing to list one column at a time. What it holds is described whole instead, summarised over every cell: see Values and Margins above.

Structure fingerprint

120 other datasets carry the same structure fingerprint. That fingerprint is a digest of the column names and their types, and a matrix carries neither, so on one it comes down to the width and the type held: a match is another object of 4 columns holding the same type rather than one with the same columns. The datasets are not listed, because that is not a list of anything this one is related to.

Version history
VersionReleasedSizeChangeStored asConfidence
3.232026-04-2819 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.222025-10-2919 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.212025-04-1519 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.202024-10-2919 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.192024-04-3019 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.182023-10-2419 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.172023-04-2519 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.162022-11-0119 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.152022-04-2619 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.142021-10-2619 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.132021-05-1919 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.122020-10-2719 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.112020-04-2719 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.102019-10-2919 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.92019-05-0219 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.82018-10-3019 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.72018-04-3019 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.62017-10-3019 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.52017-04-2419 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.42016-10-1719 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.32016-05-0319 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.22015-10-1319 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.12015-04-1619 × 4Unchangedrda · gzip
version 2 · 728 B
exact
3.02014-10-1319 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.142014-04-1119 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.132013-10-1419 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.122013-04-0319 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.112012-10-0119 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.102012-03-3019 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.92011-10-3119 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.82011-06-1319 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.72010-10-1819 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.62010-04-2219 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.52009-10-2719 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.42009-04-2019 × 4Unchangedrda · gzip
version 2 · 728 B
exact
2.32008-10-2119 × 4–rda · gzip
version 2 · 728 B
exact

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