EconomicsNEB 2082
Find the Standard Deviation from the given data and interpret the result. [4+1] Income 10 20 20 30 30 40 40 50 50 60 : : : : : : Labour 8 12 17 14 9 OR Find the index number by using Paasche's…
5Find the Standard Deviation from the given data and interpret the result. [4+1]
| Income | 10-20 | 20-30 | 30-40 | 40-50 | 50-60 |
|---|---|---|---|---|---|
| Labour | 8 | 12 | 17 | 14 | 9 |
OR Find the index number by using Paasche's method from the following data and interpret the result. [4+1]
| Commodity | वि.सं. 2078 Price (Rs.) | वि.सं. 2078 Quantity | वि.सं. 2080 Price (Rs.) | वि.सं. 2080 Quantity |
|---|---|---|---|---|
| A | 6 | 12 | 10 | 15 |
| B | 5 | 10 | 8 | 10 |
| C | 3 | 8 | 5 | 12 |
| D | 8 | 5 | 7 | 3 |
GROUP: C | Long answer questions | 3 × 8 = 24
Answer
Solution 1: Finding Standard Deviation
Step 1: Find the Midpoint (x) of Each Income Class
The given data is grouped, so we calculate the midpoint of each income range.
| Income (Rs.) | Midpoint (x) | Frequency (f) |
|---|---|---|
| 10-20 | 15 | 8 |
| 20-30 | 25 | 12 |
| 30-40 | 35 | 17 |
| 40-50 | 45 | 14 |
| 50-60 | 55 | 9 |
Step 2: Calculate and
We compute the necessary values for standard deviation.
| Midpoint (x) | Frequency (f) | |||
|---|---|---|---|---|
| 15 | 8 | 120 | 225 | 1800 |
| 25 | 12 | 300 | 625 | 7500 |
| 35 | 17 | 595 | 1225 | 20825 |
| 45 | 14 | 630 | 2025 | 28350 |
| 55 | 9 | 495 | 3025 | 27225 |
| Total | 60 | 2140 | 85600 |
Step 3: Calculate Mean ()
Step 4: Calculate Variance ()
Step 5: Calculate Standard Deviation ()
Interpretation
The standard deviation of Rs. 12.43 indicates that the income values of laborers deviate from the mean income (Rs. 35.67) by approximately Rs. 12.43 on average. A higher standard deviation suggests greater variability in income distribution among laborers.
Solution 2: Finding Index Number Using Paasche’s Method
Step 1: Calculate Base Year (2078) and Current Year (2080) Expenditures
Paasche’s index uses current year quantities as weights.
| Commodity | Base Year (2078) | Current Year (2080) |
|---|---|---|
| Price (P₀) | Quantity (Q₁) | |
| A | 6 | 15 |
| B | 5 | 10 |
| C | 3 | 12 |
| D | 8 | 3 |
Step 2: Compute Paasche’s Index Formula
| Commodity | ||
|---|---|---|
| A | 10 × 15 = 150 | 6 × 15 = 90 |
| B | 8 × 10 = 80 | 5 × 10 = 50 |
| C | 5 × 12 = 60 | 3 × 12 = 36 |
| D | 7 × 3 = 21 | 8 × 3 = 24 |
| Total | 311 | 200 |
Interpretation
The Paasche’s index of 155.5 indicates that the price level in 2080 has increased by 55.5% compared to 2078, considering the current year’s consumption pattern. This suggests inflationary pressure on consumers.
Discussion
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