A Certain Type of Rare Gem Serves as a Status

Multiple Choice

A certain type of rare gem serves as a status symbol for many of its owners. In theory, for low prices, the demand increases and it decreases as the price of the gem increases. However, experts hypothesize that when the gem is valued at very high prices, the demand increases with price due to the status owners believe they gain in obtaining the gem. Data on price and quantity sold were collected for a sample of 35 rare gems of this type. Which of the following would be the most appropriate analysis to perform?

A) logistic regression
B) least-squares forecasting with monthly or quarterly data
C) quadratic regression model
D) autoregressive modeling for trend fitting and forecasting