Q.42
ICAR AIEEA PG 2024 - Statistical Sciences
MCQ (Single Correct)
For a Poisson distribution, if $P(X = 1) = P(X = 3)$, then its mode is:
एक प्वासों बंटन (Poisson distribution) के लिए, यदि $P(X = 1) = P(X = 3)$ है, तो इसका बहुलक (mode) क्या होगा?

For a Poisson distribution with parameter $\lambda$, the probability mass function is $P(X = x) = \frac{e^{-\lambda} \lambda^x}{x!}$.

Given $P(X = 1) = P(X = 3)$:

$$\frac{e^{-\lambda} \lambda^1}{1!} = \frac{e^{-\lambda} \lambda^3}{3!}$$ $$\lambda = \frac{\lambda^3}{6} \implies 6\lambda = \lambda^3 \implies \lambda^2 = 6 \implies \lambda = \sqrt{6} \approx 2.4495$$

The mode of a Poisson distribution when $\lambda$ is non-integral is the integer part of $\lambda$:

$$\text{Mode} = [\lambda] = [\sqrt{6}] = [2.4495] = 2$$
Hence, Option 1 (2) is correct.

प्वासों बंटन के लिए $P(X = x) = \frac{e^{-\lambda} \lambda^x}{x!}$:
दिया है $P(X = 1) = P(X = 3)$:

$$\frac{e^{-\lambda} \lambda^1}{1!} = \frac{e^{-\lambda} \lambda^3}{6} \implies \lambda = \frac{\lambda^3}{6} \implies \lambda^2 = 6 \implies \lambda = \sqrt{6} \approx 2.45$$

जब $\lambda$ अपूर्णांक (non-integer) होता है, तो बहुलक इसका पूर्णांक भाग $[\lambda]$ होता है:

$$\text{Mode} = [\sqrt{6}] = [2.45] = 2$$
अतः विकल्प 1 (2) सही उत्तर है।
Explanation not matching this question? क्या व्याख्या इस प्रश्न से मेल नहीं खा रही? Report
Want to practice this paper in exam conditions? क्या आप परीक्षा जैसे माहौल में अभ्यास करना चाहते हैं? Test yourself in 5-question batch format with timer and hidden answers. 5-प्रश्नों के बैच फॉर्मैट, टाइमर और छिपे उत्तरों के साथ खुद को परखें।
Start Practice Mode → प्रैक्टिस टेस्ट मोड शुरू करें →

Statistical Sciences Subjects

Browse all chapters by subject

Statistical Methods & Experimental Designs

14 Topics
Official PYQ Papers

Previous Year Papers of Statistical Sciences

Practice official shift-wise question papers with answer keys and detailed explanations on the actual exam pattern.

3
Total Available Previous Papers

Choose Exam

Exam Directory

Browse official Previous papers and mock tests

10 Major Agriculture Exams Available