The following data gives the information on the observed lifetimes (in hours) of 225 electrical components:
| Lifetimes (in hours) | 0 - 20 | 20 - 40 | 40 - 60 | 60 - 80 | 80 - 100 | 100 - 120 |
|---|---|---|---|---|---|---|
| Frequency | 10 | 35 | 52 | 61 | 38 | 29 |
Determine the modal lifetimes of the components.
The modal lifetime of the components is 65.625 hours.
Explanation
This question is from Statistics chapter dealing with calculation of mode for grouped data. The mode is the value that occurs most frequently. For grouped data, we first identify the modal class (class with highest frequency) and then apply the mode formula. The modal class here is 60-80 with frequency 61.
Solution Steps
Step 1: Identify the modal class. The highest frequency is 61, corresponding to class 60-80. So, modal class = 60-80.
Step 2: Identify the values for the formula: l (lower limit) = 60, f₁ (frequency of modal class) = 61, f₀ (frequency of preceding class) = 52, f₂ (frequency of succeeding class) = 38, h (class width) = 20.
Step 3: Apply the mode formula: Mode = l + [(f₁ - f₀)/(2f₁ - f₀ - f₂)] × h
Step 4: Substitute values: Mode = 60 + [(61 - 52)/( - 52 - 38)] × 20
Step 5: Simplify: Mode = 60 + [9/(122 - 90)] × 20 = 60 + (9/32) × 20 = 60 + 180/32 = 60 + 5.625 = 65.625 hours.