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It Is Believed That the Sales Volume of One-Liter Pepsi

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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. 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.   The linear model Pepsi Sales = β<sub>0</sub> + β<sub>1</sub>Pepsi Price + β<sub>2</sub>Cola Price + ε and the log-log model ln(Pepsi Sales) = β<sub>0</sub> + β<sub>1</sub>ln(Pepsi Price) + β<sub>2</sub>ln(Cola Price) + ε have been estimated as follows:   Using Excel or R, which of the two models provides a better fit? 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: 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.   The linear model Pepsi Sales = β<sub>0</sub> + β<sub>1</sub>Pepsi Price + β<sub>2</sub>Cola Price + ε and the log-log model ln(Pepsi Sales) = β<sub>0</sub> + β<sub>1</sub>ln(Pepsi Price) + β<sub>2</sub>ln(Cola Price) + ε have been estimated as follows:   Using Excel or R, which of the two models provides a better fit? Using Excel or R, which of the two models provides a better fit?


Definitions:

Intrinsic Value

The inherent worth of a company, stock, or other financial asset, determined through fundamental analysis without reference to its market value.

Going Public

The act of selling stock to the public at large by a closely held corporation or its principal shareholders.

Primary Market

The financial market where new securities are issued and sold for the first time to investors, facilitating funds raising for corporations and governments.

Investment Banker

A professional who advises and assists companies on capital market transactions like IPOs, mergers, and acquisitions.

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