Please need a correct answer and explain it clearly
Given the data below, what is the upper control limit for the Range control chart? Please enter your answer with at least 4 significant digits.
Data:
Observation 1 | Observation 2 | Observation 3 | Observation 4 | Observation 5 |
155.1759 | 164.4978 | 144.0894 | 149.1192 | 160.0421 |
161.1192 | 145.4001 | 162.7882 | 177.1397 | 162.4125 |
161.3671 | 143.0758 | 171.4366 | 158.8492 | 154.7023 |
166.1941 | 166.911 | 163.6076 | 151.8873 | 162.9515 |
158.7486 | 154.2805 | 180.887 | 178.2488 | 155.1188 |
159.233 | 160.6053 | 176.0102 | 175.6228 | 166.1402 |
170.6843 | 161.7413 | 169.6049 | 157.7824 | 172.9065 |
167.3616 | 148.0186 | 165.7245 | 162.1048 | 163.974 |
157.9749 | 148.492 | 167.2943 | 140.076 | 181.7458 |
155.6967 | 171.0943 | 152.6593 | 142.4727 | 160.5202 |
164.5217 | 157.1935 | 151.1438 | 158.0747 | 155.3919 |
167.979 | 141.8374 | 155.4931 | 149.2655 | 163.0297 |
163.8557 | 168.984 | 163.8254 | 150.4593 | 160.4368 |
171.5194 | 148.2178 | 163.5912 | 157.6182 | 161.8093 |
135.6434 | 186.8886 | 152.3281 | 137.6502 | 167.7435 |
173.4057 | 159.6673 | 155.0814 | 169.7719 | 179.3919 |
169.3266 | 158.3569 | 174.3621 | 173.9279 | 174.052 |
154.3969 | 146.7553 | 168.1947 | 148.4083 | 170.2388 |
151.6227 | 143.9714 | 164.887 | 142.5745 | 158.1103 |
176.3726 | 171.7192 | 158.2436 | 170.3528 | 167.8382 |
165.9762 | 150.7074 | 160.5092 | 158.1487 | 179.0462 |
177.6822 | 160.1059 | 185.147 | 186.0095 | 174.6436 |
166.6542 | 181.4711 | 138.1257 | 171.4638 | 160.0559 |
153.1734 | 165.9899 | 168.987 | 165.7046 | 148.5262 |
143.6162 | 152.5279 | 177.0654 | 160.5963 | 162.9247 |
165.9919 | 176.0156 | 158.9986 | 167.7788 | 169.1682 |
178.3369 | 157.5605 | 160.1486 | 177.0536 | 168.5923 |
154.2878 | 164.8663 | 158.5857 | 176.5919 | 176.6121 |
151.5038 | 170.4999 | 155.6362 | 153.6519 | 174.8804 |
173.1002 | 178.7034 | 177.8521 | 162.7629 | 161.4867 |
159.0639 | 179.3448 | 170.4143 | 154.9183 | 161.8192 |
173.56 | 150.7119 | 171.7711 | 151.7356 | 143.1589 |
156.3567 | 171.9441 | 159.2536 | 161.1486 | 158.9801 |
154.1641 | 151.0134 | 163.3826 | 169.4772 | 173.8932 |
There are more data but I can't post because it says the question is too large.
So, I need you to explain how to get the answer
follow the following steps:
ex: for subgroup (n=1), range (r)= 164.4978-144.0894 = 20.4084
likewise, follow the same formula for whole subgroups.
5. r bar= (r1+r2+.........rn) / n
here, there are 34 subgroups. so, n=34
and, r bar= (20.4084+31.7396+28.3608+.........+22.8798) / 34
therefore, r bar = 24.29441
6. upper critical limit (UCLR) and lower critical limits (LCLR) of r chart can be found by using the following formulas
UCLR = D4* r bar and LCLR = D3* r bar
these D4 and D3 should be given along with the question. Or these can be found out by using control chart constants, and this depends on the subgroup number as well.
ex: for subgroup 4, sample size 34, D4 = UPPER LIMIT OF RANGE = 9.3963507,
D3 = LOWER LIMIT OF RANGE= 0
So, UCLR =9.3963507 * r bar and LCLR = 0 * r bar
sample | observation 1 | observation 2 | observation 3 | observation 4 | observation 5 | range (r) | ||
1 | 155.1759 | 164.4978 | 144.0894 | 149.1192 | 160.0421 | 20.4084 | ||
2 | 161.1192 | 145.4001 | 162.7882 | 177.1397 | 162.4125 | 31.7396 | ||
3 | 161.3671 | 143.0758 | 171.4366 | 158.8492 | 154.7023 | 28.3608 | ||
4 | 166.1941 | 166.911 | 163.6076 | 151.8873 | 162.9515 | 15.0237 | ||
5 | 158.7486 | 154.2805 | 180.887 | 178.2488 | 155.1188 | 26.6065 | ||
6 | 159.233 | 160.6053 | 176.0102 | 175.6228 | 166.1402 | 16.7772 | ||
7 | 170.6843 | 161.7413 | 169.6049 | 157.7824 | 172.9065 | 15.1241 | ||
8 | 167.3616 | 148.0186 | 165.7245 | 162.1048 | 163.974 | 19.343 | ||
9 | 157.9749 | 148.492 | 167.2943 | 140.076 | 181.7458 | 41.6698 | ||
10 | 155.6967 | 171.0943 | 152.6593 | 142.4727 | 160.5202 | 28.6216 | ||
11 | 164.5217 | 157.1935 | 151.1438 | 158.0747 | 155.3919 | 13.3779 | ||
12 | 167.979 | 141.8374 | 155.4931 | 149.2655 | 163.0297 | 26.1416 | ||
13 | 163.8557 | 168.984 | 163.8254 | 150.4593 | 160.4368 | 18.5247 | ||
14 | 171.5194 | 148.2178 | 163.5912 | 157.6182 | 161.8093 | 23.3016 | ||
15 | 135.6434 | 186.8886 | 152.3281 | 137.6502 | 167.7435 | 51.2452 | ||
16 | 173.4057 | 159.6673 | 155.0814 | 169.7719 | 179.3919 | 24.3105 | ||
17 | 169.3266 | 158.3569 | 174.3621 | 173.9279 | 174.052 | 16.0052 | ||
18 | 154.3969 | 146.7553 | 168.1947 | 148.4083 | 170.2388 | 23.4835 | ||
19 | 151.6227 | 143.9714 | 164.887 | 142.5745 | 158.1103 | 22.3125 | ||
20 | 176.3726 | 171.7192 | 158.2436 | 170.3528 | 167.8382 | 18.129 | ||
21 | 165.9762 | 150.7074 | 160.5092 | 158.1487 | 179.0462 | 28.3388 | ||
22 | 177.6822 | 160.1059 | 185.147 | 186.0095 | 174.6436 | 25.9036 | ||
23 | 166.6542 | 181.4711 | 138.1257 | 171.4638 | 160.0559 | 43.3454 | ||
24 | 153.1734 | 165.9899 | 168.987 | 165.7046 | 148.5262 | 20.4608 | ||
25 | 143.6162 | 152.5279 | 177.0654 | 160.5963 | 162.9247 | 33.4492 | ||
26 | 165.9919 | 176.0156 | 158.9986 | 167.7788 | 169.1682 | 17.017 | ||
27 | 178.3369 | 157.5605 | 160.1486 | 177.0536 | 168.5923 | 20.7764 | ||
28 | 154.2878 | 164.8663 | 158.5857 | 176.5919 | 176.6121 | 22.3243 | ||
29 | 151.5038 | 170.4999 | 155.6362 | 153.6519 | 174.8804 | 23.3766 | ||
30 | 173.1002 | 178.7034 | 177.8521 | 162.7629 | 161.4867 | 17.2167 | ||
31 | 159.0639 | 179.3448 | 170.4143 | 154.9183 | 161.8192 | 24.4265 | ||
32 | 173.56 | 150.7119 | 171.7711 | 151.7356 | 143.1589 | 30.4011 | ||
33 | 156.3567 | 171.9441 | 159.2536 | 161.1486 | 158.9801 | 15.5874 | ||
34 | 154.1641 | 151.0134 | 163.3826 | 169.4772 | 173.8932 | 22.8798 | ||
r bar= |
24.29441 |
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