Description Usage Arguments Value Author(s) See Also Examples
Given the parameters of a Poisson distribution, aout.pois
identifies α-outliers in a given data set.
1 |
data |
a vector. The data set to be examined. |
param |
a vector. Contains the parameter of the Poisson distribution: λ. |
alpha |
an atomic vector. Determines the maximum amount of probability mass the outlier region may contain. Defaults to 0.1. |
hide.outliers |
boolean. Returns the outlier-free data if set to |
Data frame of the input data and an index named is.outlier
that flags the outliers with TRUE
. If hide.outliers is set to TRUE
, a simple vector of the outlier-free data.
A. Rehage
1 | aout.pois(data = c(discoveries), param = median(discoveries), alpha = 0.01)
|
Loading required package: Rsolnp
Loading required package: nleqslv
Loading required package: quantreg
Loading required package: SparseM
Attaching package: 'SparseM'
The following object is masked from 'package:base':
backsolve
data is.outlier
1 5 FALSE
2 3 FALSE
3 0 FALSE
4 2 FALSE
5 0 FALSE
6 3 FALSE
7 2 FALSE
8 3 FALSE
9 6 FALSE
10 1 FALSE
11 2 FALSE
12 1 FALSE
13 2 FALSE
14 1 FALSE
15 3 FALSE
16 3 FALSE
17 3 FALSE
18 5 FALSE
19 2 FALSE
20 4 FALSE
21 4 FALSE
22 0 FALSE
23 2 FALSE
24 3 FALSE
25 7 FALSE
26 12 TRUE
27 3 FALSE
28 10 TRUE
29 9 TRUE
30 2 FALSE
31 3 FALSE
32 7 FALSE
33 7 FALSE
34 2 FALSE
35 3 FALSE
36 3 FALSE
37 6 FALSE
38 2 FALSE
39 4 FALSE
40 3 FALSE
41 5 FALSE
42 2 FALSE
43 2 FALSE
44 4 FALSE
45 0 FALSE
46 4 FALSE
47 2 FALSE
48 5 FALSE
49 2 FALSE
50 3 FALSE
51 3 FALSE
52 6 FALSE
53 5 FALSE
54 8 FALSE
55 3 FALSE
56 6 FALSE
57 6 FALSE
58 0 FALSE
59 5 FALSE
60 2 FALSE
61 2 FALSE
62 2 FALSE
63 6 FALSE
64 3 FALSE
65 4 FALSE
66 4 FALSE
67 2 FALSE
68 2 FALSE
69 4 FALSE
70 7 FALSE
71 5 FALSE
72 3 FALSE
73 3 FALSE
74 0 FALSE
75 2 FALSE
76 2 FALSE
77 2 FALSE
78 1 FALSE
79 3 FALSE
80 4 FALSE
81 2 FALSE
82 2 FALSE
83 1 FALSE
84 1 FALSE
85 1 FALSE
86 2 FALSE
87 1 FALSE
88 4 FALSE
89 4 FALSE
90 3 FALSE
91 2 FALSE
92 1 FALSE
93 4 FALSE
94 1 FALSE
95 1 FALSE
96 1 FALSE
97 0 FALSE
98 0 FALSE
99 2 FALSE
100 0 FALSE
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