Question

In: Statistics and Probability

The earth's temperature can be measured using ground-based sensoring which is accurate but tedious, or infrared-sensoring...

The earth's temperature can be measured using ground-based sensoring which is accurate but tedious, or infrared-sensoring which appears to introduce a bias into the temperature readings—that is, the average temperature reading may not be equal to the average obtained by ground-based sensoring. To determine the bias, readings were obtained at five different locations using both ground- and air-based temperature sensors. The readings (in degrees Celsius) are listed here.

Location   Ground Air
1 46.8 47.5
2 45.5 48.3
3 36.2 37.7
4 31.1 32.9
5 24.6 26.0

State the test statistic. (Round your answer to three decimal places.)

t =

State the rejection region. (If the test is one-tailed, enter NONE for the unused region. Round your answers to three decimal places.)

t >
t <

Estimate the difference in mean temperatures (in degrees Celsius) between ground- and air-based sensors using a 95% confidence interval. (Use μground − μair. Round your answers to three decimal places.)

? °C to ? °C

How many paired observations are required to estimate the difference between mean temperatures for ground- versus air-based sensors correct to within 0.2°C, with probability approximately equal to 0.95? (Base your margin of error on a z critical value. Round your answer up to the nearest whole number.)

? paired observations

Solutions

Expert Solution

from above:

test statistic t = -4.803

t> 2.776

t< -2.776

for 95% CI; and 4 degree of freedom, value of t= 2.776
therefore confidence interval=sample mean -/+ t*std error
margin of errror          =t*std error=             0.948
lower confidence limit                     = -2.5881
upper confidence limit                    = -0.6919
from above 95% confidence interval for population mean =(-2.588 to -0.692)

c)

for95% CI crtiical Z          = 1.960
standard deviation σ= 0.764
margin of error E = 0.2
required sample size n=(zσ/E)2                  = 56

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