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It is believed that the sales volume of one-liter Pepsi bottles depends on the price of the bottle and the price of a one-liter bottle of Coca-Cola.The following data have been collected for a certain sales region. Using Excel's regression,the linear model Pepsi Sales = β0 + β1Pepsi Price + β2Cola Price + ε and the log-log model ln(Pepsi Sales)= β0 + β1ln(Pepsi Price)+ β2ln(Cola Price)+ ε have been estimated as follows:
What is the percentage of variations in ln(PepsiSales)as explained by the estimated log-log model?
Type II Error
The error that occurs when the null hypothesis is not rejected when it is actually false, also known as a "false negative".
Sample Size
The number of observations or units chosen from a population for the purpose of statistical analysis.
Lowering Alpha
Reducing the alpha level, or the threshold of significance, to decrease the probability of committing a type I error in hypothesis testing.
Type I Error
A statistical error occurring when a true null hypothesis is incorrectly rejected.
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