- 2069 Chaitra · 2×3 marks
Breaking strength: average, median, SD
Short answer
Material 1: mean 175.33 lb, median 176 lb, variance 363.47 lb², SD 19.06 lb. Material 2: mean 175.67 lb, median 182.5 lb, variance 471.47 lb², SD 21.71 lb. Material 3: mean 179.83 lb, median 177.5 lb, variance 223.77 lb², SD 14.96 lb.
The following are data on the breaking strength (in pounds) of 3 kinds of material:
| Material 1 | 144 | 181 | 200 | 187 | 169 | 171 |
|---|---|---|---|---|---|---|
| Material 2 | 186 | 194 | 176 | 182 | 133 | 183 |
| Material 3 | 197 | 165 | 180 | 198 | 175 | 164 |
| i) Calculate the average breaking strength and the median breaking strength for each material. | ||||||
| ii) Calculate standard deviation and variance for each material. |
For each material n = 6. Mean = Σx/n, median is the average of the 3rd and 4th ordered values, sample variance s² = [Σx² − (Σx)²/n]/(n − 1), and s = √s².
i) Average and median
| Material | Ordered values | Σx | Mean | Median |
|---|---|---|---|---|
| 1 | 144, 169, 171, 181, 187, 200 | 1052 | 175.33 | (171 + 181)/2 = 176 |
| 2 | 133, 176, 182, 183, 186, 194 | 1054 | 175.67 | (182 + 183)/2 = 182.5 |
| 3 | 164, 165, 175, 180, 197, 198 | 1079 | 179.83 | (175 + 180)/2 = 177.5 |
ii) Variance and standard deviation
| Material | Σx² | Sxx | s² (÷ 5) | s |
|---|---|---|---|---|
| 1 | 186,268 | 1817.33 | 363.47 | 19.06 |
| 2 | 187,510 | 2357.33 | 471.47 | 21.71 |
| 3 | 195,159 | 1118.83 | 223.77 | 14.96 |
Working for Material 1:
Sxx = 186,268 − (1052)²/6 = 186,268 − 184,450.67 = 1817.33
s² = 1817.33 / 5 = 363.47
s = 19.06
Answer: averages 175.33, 175.67, 179.83 lb; medians 176, 182.5, 177.5 lb; variances 363.47, 471.47, 223.77 lb²; SDs 19.06, 21.71, 14.96 lb. Material 3 has the highest average and the smallest spread. Material 2 has the greatest spread.
✓ Answer checked by Claude Sonnet 5.5
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