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Statistics - Apply weighted average in practical comparative scenarios

Grade 9CBSE

Review the key concepts, formulae, and examples before starting your quiz.

🔑Concepts

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The Weighted Average (or Weighted Mean) is an average where some data points contribute more to the final result than others. Each value xix_i is assigned a weight wiw_i.

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In practical scenarios, weights represent the relative importance, frequency, or size of the group associated with a specific value.

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A common application is the 'Combined Mean', used to find the average of two or more groups when their individual means and sizes are known.

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In a simple arithmetic mean, all weights are considered equal (i.e., wi=1w_i = 1), whereas in a weighted average, ∑wi\sum w_i is the total of all importance factors or the total number of observations.

📐Formulae

xˉw=∑i=1nwixi∑i=1nwi\bar{x}_w = \frac{\sum_{i=1}^{n} w_i x_i}{\sum_{i=1}^{n} w_i}

Weighted Mean=w1x1+w2x2+⋯+wnxnw1+w2+⋯+wn\text{Weighted Mean} = \frac{w_1x_1 + w_2x_2 + \dots + w_nx_n}{w_1 + w_2 + \dots + w_n}

Xˉcombined=n1xˉ1+n2xˉ2n1+n2\bar{X}_{combined} = \frac{n_1\bar{x}_1 + n_2\bar{x}_2}{n_1 + n_2}

💡Examples

Problem 1:

A student's final grade is calculated using a weighted average. The Internal Assessment (weight 30%30\%) score is 8080, and the Final Examination (weight 70%70\%) score is 9090. Calculate the final weighted average score.

Solution:

Given: Weight for Internal (w1w_1) = 3030, Score (x1x_1) = 8080 Weight for Final (w2w_2) = 7070, Score (x2x_2) = 9090

Using the formula: xˉw=w1x1+w2x2w1+w2\bar{x}_w = \frac{w_1x_1 + w_2x_2}{w_1 + w_2}

xˉw=30×80+70×9030+70\bar{x}_w = \frac{30 \times 80 + 70 \times 90}{30 + 70}

Sum calculation: 2400+63008700\begin{array}{r} 2400 \\ + 6300 \\ \hline 8700 \end{array}

xˉw=8700100=87\bar{x}_w = \frac{8700}{100} = 87

The final weighted average score is 8787.

Explanation:

We multiply each score by its corresponding percentage weight and divide by the total weight (100%100\%). This ensures the final exam has a greater impact on the result than the internal assessment.

Problem 2:

Section A of Grade 9 has 2020 students with an average height of 150 cm150\text{ cm}. Section B has 3030 students with an average height of 160 cm160\text{ cm}. Find the combined average height of both sections.

Solution:

Given: n1=20,xˉ1=150n_1 = 20, \bar{x}_1 = 150 n2=30,xˉ2=160n_2 = 30, \bar{x}_2 = 160

Combined Mean formula: Xˉcombined=n1xˉ1+n2xˉ2n1+n2\bar{X}_{combined} = \frac{n_1\bar{x}_1 + n_2\bar{x}_2}{n_1 + n_2}

Xˉcombined=20×150+30×16020+30\bar{X}_{combined} = \frac{20 \times 150 + 30 \times 160}{20 + 30}

Calculation of Numerator: 20×150=300020 \times 150 = 3000 30×160=480030 \times 160 = 4800 3000+48007800\begin{array}{r} 3000 \\ + 4800 \\ \hline 7800 \end{array}

Calculation of Denominator: 20+30=5020 + 30 = 50

Xˉcombined=780050=156\bar{X}_{combined} = \frac{7800}{50} = 156

The combined average height is 156 cm156\text{ cm}.

Explanation:

Since the number of students in Section B is higher, the combined average is pulled closer to Section B's average (160160) than Section A's average (150150).