The performance of a solar cell can deteriorate when atmospheric dust accumulates on the solar panel surface. In the International Journal of Energy and Environmental Engineering (December 2012), researchers at the Renewable Energy Research Laboratory, University of Lucknow (India), estimated the relationship between the dust thickness and the efficiency of a solar cell. The thickness of dust (in millimeters) collected on a solar cell was measured three times per month over a year-long period. Each time the dust thickness was measured, the researchers also determined the percentage difference (before minus after dust collection) in efficiency of the solar panel. Data (monthly averages) for the 10 months in which there was no rain are listed in the accompanying table.
a. Fit the linear model, y = β0 + β1x + ε, to the data where y = efficiency and x = average dust thickness.
b. Evaluate the model, statistically. Do you recommend using the model in practice?

Transcribed Image Text:

Average Dust Thickness (mm) Efficiency (% change) Month 1.5666 1.9574 1.3707 1.9563 1.6332 1.8172 0.9202 1.8790 1.5544 2.0198 January February 0.00024 0.00105 March 0.00075 0.00070 0.00142 0.00055 0.00039 0.00095 April May June July October November December 0.00064 0.00065