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If the average score is 3, find the: A) Value of x B) The total number of students C) Standard deviation

Mathematics

ScanSolve AI Answer

Step-by-step solution

2 steps

Here's how to solve the problem:

Step 1: Set up expressions for the sum of frequencies and the sum of (mark × frequency).
The given marks (mm) and frequencies (ff) are:

Marks (mm)Frequencies (ff)
1x2+2x^2+2
21
3x2+1x^2+1
43
5x+3x+3

The total number of students is the sum of frequencies (∑f\sum f):

∑f=(x2+2)+1+(x2+1)+3+(x+3)\sum f = (x^2+2) + 1 + (x^2+1) + 3 + (x+3) ∑f=2x2+x+10\sum f = 2x^2 + x + 10

The sum of (mark × frequency) is (∑(m⋅f)\sum (m \cdot f)):

∑(m⋅f)=1(x2+2)+2(1)+3(x2+1)+4(3)+5(x+3)\sum (m \cdot f) = 1(x^2+2) + 2(1) + 3(x^2+1) + 4(3) + 5(x+3) ∑(m⋅f)=x2+2+2+3x2+3+12+5x+15\sum (m \cdot f) = x^2+2 + 2 + 3x^2+3 + 12 + 5x+15 ∑(m⋅f)=4x2+5x+34\sum (m \cdot f) = 4x^2 + 5x + 34

Step 2: Use the given average score to find the value(s) of x.
The average score (mˉ\bar{m}) is given as 3. The formula for the average is:

mˉ=∑(m⋅f)∑f\bar{m} = \frac{\sum (m \cdot f)}{\sum f}

Substitute the expressions and the given average:

3=4x2+5x+342x2+x+103 = \frac{4x^2 + 5x + 34}{2x^2 + x + 10}

Multiply both sides by the denominator:

3(2x2+x+10)=4x2+5x+343(2x^2 + x + 10) = 4x^2 + 5x + 34 6x2+3x+30=4x2+5x+346x^2 + 3x + 30 = 4x^2 + 5x + 34

Rearrange into a quadratic equation:

6x2−4x2+3x−5x+30−34=06x^2 - 4x^2 + 3x - 5x + 30 - 34 = 0 2x2−2x−4=02x^2 - 2x - 4 = 0

Divide by 2:

x2−x−2=0x^2 - x - 2 = 0

Factor the quadratic equation:

(x−2)(x+1)=0(x-2)(x+1) = 0

This gives two possible values for xx: x=2x=2 or x=−1x=-1.
We must check if these values result in non-negative frequencies.
For x=2x=2: Frequencies are 22+2=62^2+2=6, 1, 22+1=52^2+1=5, 3, 2+3=52+3=5. All are positive.
For x=−1x=-1: Frequencies are (−1)2+2=3(-1)^2+2=3, 1, (−1)2+1=2(-1)^2+1=2, 3, −1+3=2-1+3=2. All are positive.
Both values are mathematically valid. However, in the context of such problems, xx is typically a positive value. We will proceed with x=2x=2.

Part a· 1 step

The value of xx is 2\boxed{2} (or x=−1x=-1 is also mathematically valid).

  1. Calculate the total number of students.

    Using x=2x=2, substitute this value into the expression for ∑f\sum f:

    ∑f=2x2+x+10\sum f = 2x^2 + x + 10 ∑f=2(22)+2+10\sum f = 2(2^2) + 2 + 10 ∑f=2(4)+2+10\sum f = 2(4) + 2 + 10 ∑f=8+2+10\sum f = 8 + 2 + 10 ∑f=20\sum f = 20

Part b· 1 step

The total number of students is 20\boxed{20}.

  1. Calculate the standard deviation.

    The formula for the standard deviation (σ\sigma) of a frequency distribution is:

    σ=∑(f⋅m2)∑f−mˉ2\sigma = \sqrt{\frac{\sum (f \cdot m^2)}{\sum f} - \bar{m}^2}

    We know mˉ=3\bar{m} = 3 and ∑f=20\sum f = 20.
    First, calculate ∑(f⋅m2)\sum (f \cdot m^2) using x=2x=2. The frequencies are 6, 1, 5, 3, 5.

    ∑(f⋅m2)=(12⋅6)+(22⋅1)+(32⋅5)+(42⋅3)+(52⋅5)\sum (f \cdot m^2) = (1^2 \cdot 6) + (2^2 \cdot 1) + (3^2 \cdot 5) + (4^2 \cdot 3) + (5^2 \cdot 5) ∑(f⋅m2)=(1⋅6)+(4⋅1)+(9⋅5)+(16⋅3)+(25⋅5)\sum (f \cdot m^2) = (1 \cdot 6) + (4 \cdot 1) + (9 \cdot 5) + (16 \cdot 3) + (25 \cdot 5) ∑(f⋅m2)=6+4+45+48+125\sum (f \cdot m^2) = 6 + 4 + 45 + 48 + 125 ∑(f⋅m2)=228\sum (f \cdot m^2) = 228

    Now substitute the values into the standard deviation formula:

    σ=22820−32\sigma = \sqrt{\frac{228}{20} - 3^2} σ=11.4−9\sigma = \sqrt{11.4 - 9} σ=2.4\sigma = \sqrt{2.4} σ≈1.54919\sigma \approx 1.54919

Part c

The standard deviation is 1.549\boxed{1.549} (rounded to 3 decimal places).

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