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The Normal Distribution

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Question 204

The mass of two trace isotopes, UUU and VVV, found in soil samples can be modeled as independent normal random variables such that:

U∼N(62,52)andV∼N(28,42) U \sim \text{N}(62, 5^2) \quad \text{and} \quad V \sim \text{N}(28, 4^2) U∼N(62,52)andV∼N(28,42)

A specific geological index DDD is calculated using the formula D=2U−3VD = 2U - 3VD=2U−3V.

a.

Determine the probability that the index DDD is less than 30.

[4]
b.

A third isotope SSS has a mass distributed as S∼N(45,σ2)S \sim \text{N}(45, \sigma^2)S∼N(45,σ2). A researcher takes one measurement of UUU, one of VVV, and five independent measurements of SSS, denoted S1,S2,S3,S4, and S5S_1, S_2, S_3, S_4, \text{ and } S_5S1​,S2​,S3​,S4​, and S5​.

The total mass MMM is defined as M=U+V+∑i=15SiM = U + V + \sum_{i=1}^5 S_iM=U+V+∑i=15​Si​.

Given that P(M>350)=0.0143P(M > 350) = 0.0143P(M>350)=0.0143 and that U,V, and SiU, V, \text{ and } S_iU,V, and Si​ are all independent,

calculate the value of σ\sigmaσ, the standard deviation of SSS.

[6]

The Normal Distribution Questions

  1. A Level
  2. /Maths
  3. /The Normal Distribution

Practise Edexcel A Level Maths The Normal Distribution with exam-style questions for A Level Maths. 439 questions, matched to the Edexcel A Level Maths (9MA0) specification and written in Paper 1, Paper 2 and Paper 3 style. Every question includes a full worked solution and mark scheme, so you can see where marks are awarded rather than just whether you got the answer right.

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