I am just wondering why what I am showing below might occur.
First I have an x data.frame:
> str(x)
'data.frame': 281 obs. of 2 variables:
$ x1 : Factor w/ 5 levels "A (50-67%)","B (10-20%)",..: 1 2 5 1 2 5 1 2 5 1
...
$ x2 : num 33.8 60.2 6 76.8 13.8 9.4 76.9 8 15.1 78.1 ...
I need to check that for each level of factor x1 the values of x2 are
(approximately) contained within a given range. In such a case I will print
"ok" a third variable, otherwise I will write "err"
ifelse (x$x1 == "A (50-67%)",
x$check<-ifelse(x$x2<68&x$x2>49,"ok","xxxx"),
x$check<-x$check
)
ifelse (x$x1 == "B (10-20%)",
x$check<-ifelse(x$x2<21&x$x2>9,"ok","xxxx"),
x$check<-x$check
)
ifelse (x$x1 == "C (5-15%)",
x$check<-ifelse(x$x2<16&x$x2>4,"ok","xxxx"),
x$check<-x$check
)
ifelse (x$x1 == "D (1-5%)",
x$check<-ifelse(x$x2<6&x$x2>0,"ok","xxxx"),
x$check<-x$check
)
ifelse (x$x1 == "E (10-20%)",
x$check<-ifelse(x$x2<21&x$x2>9,"ok","xxxx"),
x$check<-x$check
)
Now, what I obtain is not always correct - see for instance lines 111, 125,
257, 264, 272, etc in the following output:
> x
x1 x2 check
1 A (50-67%) 33.8 xxxx
2 B (10-20%) 60.2 xxxx
3 E (10-20%) 6.0 xxxx
4 A (50-67%) 76.8 xxxx
5 B (10-20%) 13.8 ok
6 E (10-20%) 9.4 ok
7 A (50-67%) 76.9 xxxx
8 B (10-20%) 8.0 xxxx
9 E (10-20%) 15.1 ok
10 A (50-67%) 78.1 xxxx
11 E (10-20%) 21.9 xxxx
12 A (50-67%) 96.1 xxxx
13 B (10-20%) 0.6 xxxx
14 E (10-20%) 3.4 xxxx
15 A (50-67%) 88.4 xxxx
16 B (10-20%) 8.8 xxxx
17 E (10-20%) 2.8 xxxx
18 A (50-67%) 93.8 xxxx
19 B (10-20%) 0.0 xxxx
20 E (10-20%) 6.1 xxxx
21 A (50-67%) 81.3 xxxx
22 B (10-20%) 5.1 xxxx
23 E (10-20%) 13.6 ok
24 A (50-67%) 65.9 xxxx
25 B (10-20%) 14.9 ok
26 E (10-20%) 19.1 ok
27 A (50-67%) 81.2 xxxx
28 B (10-20%) 10.2 ok
29 E (10-20%) 8.6 xxxx
30 A (50-67%) 70.2 xxxx
31 B (10-20%) 20.7 ok
32 E (10-20%) 9.2 ok
33 A (50-67%) 61.4 xxxx
34 B (10-20%) 7.3 xxxx
35 E (10-20%) 31.4 xxxx
36 A (50-67%) 77.7 xxxx
37 B (10-20%) 7.9 xxxx
38 E (10-20%) 14.4 ok
39 A (50-67%) 95.0 xxxx
40 B (10-20%) 0.2 xxxx
41 E (10-20%) 4.8 xxxx
42 A (50-67%) 83.3 xxxx
43 B (10-20%) 3.8 xxxx
44 E (10-20%) 12.9 ok
45 A (50-67%) 82.2 xxxx
46 B (10-20%) 6.1 xxxx
47 E (10-20%) 11.7 ok
48 A (50-67%) 91.8 xxxx
49 B (10-20%) 0.6 xxxx
50 E (10-20%) 7.5 xxxx
51 A (50-67%) 83.8 xxxx
52 B (10-20%) 4.0 xxxx
53 E (10-20%) 12.2 ok
54 A (50-67%) 94.6 xxxx
55 B (10-20%) 0.4 xxxx
56 E (10-20%) 5.1 xxxx
57 A (50-67%) 81.4 xxxx
58 B (10-20%) 6.1 xxxx
59 E (10-20%) 12.5 ok
60 A (50-67%) 96.4 xxxx
61 E (10-20%) 3.6 xxxx
62 A (50-67%) 92.0 xxxx
63 B (10-20%) 0.5 xxxx
64 E (10-20%) 7.5 xxxx
65 A (50-67%) 81.8 xxxx
66 B (10-20%) 2.5 xxxx
67 E (10-20%) 15.7 ok
68 A (50-67%) 38.3 xxxx
69 B (10-20%) 5.9 xxxx
70 C (5-15%) 41.5 xxxx
71 D (1-5%) 1.9 xxxx
72 E (10-20%) 12.4 ok
73 A (50-67%) 96.0 xxxx
74 E (10-20%) 4.0 xxxx
75 A (50-67%) 75.9 xxxx
76 B (10-20%) 2.3 xxxx
77 E (10-20%) 21.7 xxxx
78 A (50-67%) 94.9 xxxx
79 E (10-20%) 5.1 xxxx
80 A (50-67%) 96.1 xxxx
81 E (10-20%) 3.9 xxxx
82 A (50-67%) 72.6 xxxx
83 B (10-20%) 9.4 ok
84 C (5-15%) 8.0 xxxx
85 D (1-5%) 2.4 xxxx
86 E (10-20%) 7.5 xxxx
87 A (50-67%) 48.9 xxxx
88 B (10-20%) 2.4 xxxx
89 C (5-15%) 25.0 xxxx
90 D (1-5%) 10.3 ok
91 E (10-20%) 13.3 ok
92 A (50-67%) 87.8 xxxx
93 B (10-20%) 4.1 xxxx
94 C (5-15%) 1.7 xxxx
95 D (1-5%) 0.9 xxxx
96 E (10-20%) 5.6 xxxx
97 A (50-67%) 96.9 xxxx
98 E (10-20%) 3.1 xxxx
99 A (50-67%) 72.2 xxxx
100 B (10-20%) 13.3 ok
101 C (5-15%) 5.7 xxxx
102 D (1-5%) 0.3 xxxx
103 E (10-20%) 8.5 xxxx
104 A (50-67%) 64.1 xxxx
105 B (10-20%) 9.0 xxxx
106 C (5-15%) 9.5 ok
107 D (1-5%) 1.9 xxxx
108 E (10-20%) 15.4 ok
109 A (50-67%) 45.2 xxxx
110 B (10-20%) 15.3 ok
111 C (5-15%) 18.3 ok
112 D (1-5%) 0.3 xxxx
113 E (10-20%) 20.9 ok
114 A (50-67%) 61.5 xxxx
115 C (5-15%) 22.9 xxxx
116 D (1-5%) 10.2 ok
117 E (10-20%) 5.4 xxxx
118 A (50-67%) 69.0 xxxx
119 B (10-20%) 6.1 xxxx
120 C (5-15%) 16.9 ok
121 D (1-5%) 1.0 xxxx
122 E (10-20%) 6.9 xxxx
123 A (50-67%) 61.2 xxxx
124 B (10-20%) 10.3 ok
125 C (5-15%) 5.5 xxxx
126 D (1-5%) 6.9 xxxx
127 E (10-20%) 16.2 ok
128 A (50-67%) 61.1 xxxx
129 B (10-20%) 11.5 ok
130 C (5-15%) 7.0 xxxx
131 D (1-5%) 3.9 xxxx
132 E (10-20%) 16.5 ok
133 A (50-67%) 45.9 xxxx
134 B (10-20%) 24.9 xxxx
135 C (5-15%) 0.2 xxxx
136 D (1-5%) 1.6 xxxx
137 E (10-20%) 27.4 xxxx
138 A (50-67%) 61.5 xxxx
139 B (10-20%) 8.7 xxxx
140 C (5-15%) 22.5 xxxx
141 D (1-5%) 0.1 xxxx
142 E (10-20%) 7.2 xxxx
143 A (50-67%) 64.1 xxxx
144 B (10-20%) 0.9 xxxx
145 C (5-15%) 14.4 ok
146 D (1-5%) 11.2 ok
147 E (10-20%) 9.4 ok
148 A (50-67%) 67.8 xxxx
149 B (10-20%) 11.7 ok
150 C (5-15%) 10.6 ok
151 D (1-5%) 1.3 xxxx
152 E (10-20%) 8.6 xxxx
153 A (50-67%) 65.9 xxxx
154 B (10-20%) 9.9 ok
155 C (5-15%) 11.3 ok
156 D (1-5%) 1.6 xxxx
157 E (10-20%) 11.3 ok
158 A (50-67%) 77.0 xxxx
159 B (10-20%) 5.3 xxxx
160 C (5-15%) 8.6 xxxx
161 D (1-5%) 2.6 xxxx
162 E (10-20%) 6.5 xxxx
163 A (50-67%) 77.5 xxxx
164 B (10-20%) 5.7 xxxx
165 C (5-15%) 8.1 xxxx
166 D (1-5%) 4.6 xxxx
167 E (10-20%) 4.2 xxxx
168 A (50-67%) 40.1 xxxx
169 B (10-20%) 12.9 ok
170 C (5-15%) 33.2 xxxx
171 D (1-5%) 0.3 xxxx
172 E (10-20%) 13.6 ok
173 A (50-67%) 53.9 xxxx
174 B (10-20%) 10.1 ok
175 C (5-15%) 8.4 xxxx
176 D (1-5%) 4.2 xxxx
177 E (10-20%) 23.4 xxxx
178 A (50-67%) 94.3 xxxx
179 C (5-15%) 1.7 xxxx
180 E (10-20%) 4.0 xxxx
181 A (50-67%) 62.1 xxxx
182 B (10-20%) 12.3 ok
183 C (5-15%) 5.3 xxxx
184 D (1-5%) 7.3 xxxx
185 E (10-20%) 13.0 ok
186 A (50-67%) 49.2 xxxx
187 B (10-20%) 14.1 ok
188 C (5-15%) 7.9 xxxx
189 D (1-5%) 8.9 xxxx
190 E (10-20%) 20.0 ok
191 A (50-67%) 63.6 xxxx
192 B (10-20%) 10.4 ok
193 C (5-15%) 11.9 ok
194 D (1-5%) 2.4 xxxx
195 E (10-20%) 11.7 ok
196 A (50-67%) 55.1 xxxx
197 B (10-20%) 13.5 ok
198 C (5-15%) 11.2 ok
199 D (1-5%) 4.8 xxxx
200 E (10-20%) 15.5 ok
201 A (50-67%) 68.6 xxxx
202 B (10-20%) 3.1 xxxx
203 C (5-15%) 8.2 xxxx
204 D (1-5%) 9.2 ok
205 E (10-20%) 10.8 ok
206 A (50-67%) 45.0 xxxx
207 B (10-20%) 4.8 xxxx
208 C (5-15%) 7.1 xxxx
209 D (1-5%) 4.9 xxxx
210 E (10-20%) 38.2 xxxx
211 A (50-67%) 85.2 xxxx
212 B (10-20%) 3.1 xxxx
213 C (5-15%) 4.4 xxxx
214 D (1-5%) 0.4 xxxx
215 E (10-20%) 6.9 xxxx
216 A (50-67%) 60.5 xxxx
217 B (10-20%) 10.1 ok
218 C (5-15%) 11.1 ok
219 D (1-5%) 1.8 xxxx
220 E (10-20%) 16.5 ok
221 A (50-67%) 58.7 xxxx
222 B (10-20%) 7.0 xxxx
223 C (5-15%) 10.5 ok
224 D (1-5%) 5.2 xxxx
225 E (10-20%) 18.7 ok
226 A (50-67%) 90.0 xxxx
227 C (5-15%) 5.6 xxxx
228 D (1-5%) 0.7 xxxx
229 E (10-20%) 3.8 xxxx
230 A (50-67%) 62.5 xxxx
231 B (10-20%) 13.7 ok
232 C (5-15%) 9.7 ok
233 D (1-5%) 2.6 xxxx
234 E (10-20%) 11.6 ok
235 A (50-67%) 55.6 xxxx
236 B (10-20%) 17.6 ok
237 C (5-15%) 11.8 ok
238 D (1-5%) 2.6 xxxx
239 E (10-20%) 12.4 ok
240 A (50-67%) 85.2 xxxx
241 B (10-20%) 0.6 xxxx
242 C (5-15%) 2.1 xxxx
243 D (1-5%) 2.3 xxxx
244 E (10-20%) 9.8 ok
245 A (50-67%) 87.4 xxxx
246 B (10-20%) 0.4 xxxx
247 C (5-15%) 2.9 xxxx
248 D (1-5%) 2.8 xxxx
249 E (10-20%) 6.4 xxxx
250 A (50-67%) 73.0 xxxx
251 B (10-20%) 4.0 xxxx
252 C (5-15%) 15.6 ok
253 D (1-5%) 0.7 xxxx
254 E (10-20%) 6.7 xxxx
255 A (50-67%) 90.4 xxxx
256 C (5-15%) 2.4 xxxx
257 D (1-5%) 2.5 xxxx
258 E (10-20%) 4.7 xxxx
259 A (50-67%) 64.3 xxxx
260 B (10-20%) 6.6 xxxx
261 C (5-15%) 13.3 ok
262 D (1-5%) 3.5 xxxx
263 E (10-20%) 12.3 ok
264 A (50-67%) 65.5 xxxx
265 B (10-20%) 13.5 ok
266 C (5-15%) 4.6 xxxx
267 D (1-5%) 0.9 xxxx
268 E (10-20%) 15.4 ok
269 A (50-67%) 72.1 xxxx
270 B (10-20%) 6.4 xxxx
271 C (5-15%) 12.7 ok
272 D (1-5%) 1.1 xxxx
273 E (10-20%) 7.7 xxxx
274 A (50-67%) 71.4 xxxx
275 B (10-20%) 0.9 xxxx
276 C (5-15%) 21.9 xxxx
277 E (10-20%) 5.7 xxxx
278 A (50-67%) 53.0 xxxx
279 B (10-20%) 3.6 xxxx
280 C (5-15%) 36.4 xxxx
281 E (10-20%) 7.0 xxxx
Can anyone explain why this might occur?
Thanks,
Luca
Luca Meyer
www.lucameyer.com
IBM SPSS Statistics release 19.0.0
R version 2.12.1 (2010-12-16)
Mac OS X 10.6.5 (10H574) - kernel Darwin 10.5.0
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