Answer on Question #44384 – Math - Statistics and Probability
Task:
From a sample of 10 squirrels the average weight was 511 grams with standard deviation of 160 grams.
What is the t value for a 95% confidence interval?
What are the lower and upper limits of the 95% confidence interval?
Solution:
The confidence interval is:
x ˉ − t δ n < a < x ˉ + t δ n \bar{x} - t \frac{\delta}{\sqrt{n}} < a < \bar{x} + t \frac{\delta}{\sqrt{n}} x ˉ − t n δ < a < x ˉ + t n δ
where x ˉ = 511 \bar{x} = 511 x ˉ = 511 , δ = 160 \delta = 160 δ = 160 , n = 10 n = 10 n = 10 . Φ ( t ) \Phi(t) Φ ( t ) – Laplace function
P = 0 , 95 = 2 Φ ( t ) P = 0,95 = 2\Phi(t) P = 0 , 95 = 2Φ ( t ) ; Φ ( t ) = 0 , 95 2 = 0 , 475 \Phi(t) = \frac{0,95}{2} = 0,475 Φ ( t ) = 2 0 , 95 = 0 , 475 . From the table we can see that t = 1 , 96 t = 1,96 t = 1 , 96 .
Now we can use the formula:
511 − 1 , 96 160 10 < α < 511 + 1 , 96 160 10 511 - 1,96 \frac{160}{\sqrt{10}} < \alpha < 511 + 1,96 \frac{160}{\sqrt{10}} 511 − 1 , 96 10 160 < α < 511 + 1 , 96 10 160
So, lower and upper limits of the 95% confidence interval are:
411 , 82 < α < 610 , 18 411,82 < \alpha < 610,18 411 , 82 < α < 610 , 18 Answer:
t = 1 , 96 t = 1,96 t = 1 , 96 , 411 , 82 < α < 610 , 18 411,82 < \alpha < 610,18 411 , 82 < α < 610 , 18
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