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The Normal Distribution

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Question 157

The mass of precipitate, www grams, produced in a chemical reaction and the temperature, TTT ∘C{}^{\circ}\text{C}∘C, of the catalyst used are recorded for a random sample of 6 experimental runs, as shown in the table below.

TTT (∘C{}^{\circ}\text{C}∘C)155165175185195205
www (grams)85.282.178.875.972.769.5
a.

State, with a reason, which variable is the explanatory variable.

[1]
b.

A linear model for www on TTT is

w=133.85−0.3138T w = 133.85 - 0.3138T w=133.85−0.3138T

Give an interpretation of the gradient of this line.

[2]
c.

Find the value of Tˉ\bar{T}Tˉ and the value of wˉ\bar{w}wˉ.

[2]
d.

Show that the point (Tˉ,wˉ)(\bar{T}, \bar{w})(Tˉ,wˉ) lies approximately on the given line.

[2]
e.

Use the given line to estimate the mass of precipitate for a reaction run with a catalyst temperature of 172 ∘C{}^{\circ}\text{C}∘C.

[1]
f.

Comment, giving a reason, on the reliability of the estimate in part (e).

[2]
g.

The mass of precipitate in this chemical process is assumed to be normally distributed with mean 76.5 grams and standard deviation 3.8 grams.

The middle 80% of precipitate masses lies between aaa and bbb.

Find the value of aaa and the value of bbb.

[4]
Markscheme

The Normal Distribution Questions

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

616 exam-style questions on Edexcel A Level Maths The Normal Distribution, covering 3.1 The Normal Distribution, 3.2 Finding Probabilities for Normal Distributions, 3.3 The Inverse Normal Distribution Function, 3.4 The Standard Normal Distribution, 3.5 Finding the mean and standard deviation, 3.6 Approximating a Binomial Distribution, and 3.7 Hypothesis Testing with the Normal Distribution. Each one has a worked solution and a mark scheme showing where the marks go.

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