In: Statistics and Probability
A company produces steel rods. The lengths of the steel rods are normally distributed with a mean of 226.9-cm and a standard deviation of 1.6-cm. For shipment, 47 steel rods are bundled together. Round all answers to four decimal places if necessary.
What is the distribution of XX? XX ~ N(,)
What is the distribution of ¯xx¯? ¯xx¯ ~ N(,)
For a single randomly selected steel rod, find the probability that the length is between 227-cm and 227.1-cm.
For a bundled of 47 rods, find the probability that the average length is between 227-cm and 227.1-cm.
For part d), is the assumption of normal necessary? NoYes
Given that, mean (μ) = 226.9 cm and
standard deviation = 1.6 cm
a) Therefore, the distribution of X is, X ~ N(226.9, 1.6)
b) sample size (n) = 47
The mean and standard deviation of the sampling distribution of the sample means are,
Therefore, the distribution of X is,
c) We want to find, P(227 < X < 227.1)
Therefore, required probability is 0.0278
Note : if we used TI-83 plus calculator then we will get probability = 0.0248
d) We want to find,
Therefore, required probability is 0.1387
Note : if we used TI-83 plus calculator then we will get probability = 0.1384
e) Yes, for part d) the assumption of normal is necessary.