Mathematics · Statistics

JEE Main 2024 — 1 February, Shift 2 — Question 18

Consider 10 observation x1,x2,…,x10\mathrm{x}_{1}, \mathrm{x}_{2}, \ldots, \mathrm{x}_{10}. such that ∑i=110(xi−α)=2\sum_{i=1}^{10}\left(x_{i}-\alpha\right)=2 and ∑i=110(xi−β)2=40\sum_{i=1}^{10}\left(x_{i}-\beta\right)^{2}=40, where α,β\alpha, \beta are positive integers. Let the mean and the variance of the observations be 65\frac{6}{5} and 8425\frac{84}{25} respectively. The βα\frac{\beta}{\alpha} is equal to :

  1. Option A:

    2

    Correct
  2. Option B:

    32\frac{3}{2}

  3. Option C:

    52\frac{5}{2}

  4. Option D:

    1

Answer: A

Step-by-step solution

x1,x2…….x10\mathrm{x}_{1}, \mathrm{x}_{2} \ldots \ldots . \mathrm{x}_{10}

∑i=110(xi−α)=2⇒∑i=110xi−10α=2\sum_{\mathrm{i}=1}^{10}\left(\mathrm{x}_{\mathrm{i}}-\alpha\right)=2 \Rightarrow \sum_{\mathrm{i}=1}^{10} \mathrm{x}_{\mathrm{i}}-10 \alpha=2

Mean μ=65=∑xi10\mu=\frac{6}{5}=\frac{\sum \mathrm{x}_{\mathrm{i}}}{10}

∴Σxi=12\therefore \quad \Sigma \mathrm{x}_{\mathrm{i}}=12

10α+2=12∴α=110 \alpha+2=12 \quad \therefore \alpha=1

Now ∑i=110(xi−β)2=40\sum_{i=1}^{10}\left(x_{i}-\beta\right)^{2}=40

Let yi=xi−βy_{i}=x_{i}-\beta

∴σy2=110∑yi2−(y‾)2\therefore \sigma_{\mathrm{y}}^{2}=\frac{1}{10} \sum \mathrm{y}_{\mathrm{i}}^{2}-(\overline{\mathrm{y}})^{2}

σx2=110∑(xi−β)2−(∑i=110(xi−β)10)2\sigma_{x}^{2}=\frac{1}{10} \sum\left(x_{i}-\beta\right)^{2}-\left(\frac{\sum_{i=1}^{10}\left(x_{i}-\beta\right)}{10}\right)^{2}

8425=4−(12−10β10)2\frac{84}{25}=4-\left(\frac{12-10 \beta}{10}\right)^{2}

∴(6−5β5)2=4−8425=1625\therefore\left(\frac{6-5 \beta}{5}\right)^{2}=4-\frac{84}{25}=\frac{16}{25}

6−5β=±4⇒β=25(6-5 \beta= \pm 4 \Rightarrow \beta=\frac{2}{5}( not possible ))

or β=2\beta=2

Hence βα=2\frac{\beta}{\alpha}=2

Answer key and solution verified before publishing.

Practise Statistics

Start with this question, then two more from the same chapter — with a tutor that explains every step. Free.

Exam
JEE Main 2024
Subject
Mathematics
Chapter
Statistics
Topic
Measures of Dispersion