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Univariate and multivariate information sets. a. Which of the following modeling situations involve univariate information sets? Multivariate?i. Using a stock’s price history to forecast its price over the next week;ii. Using a stock’s price history and volatility history to forecast its price over the next week;iii. Using a stock’s price history and volatility history to forecast its price and volatility over the next week.b. Keeping in mind the distinction between univariate and multivariate information sets, consider a wine merchant seeking to forecast the price per case at which a fine vintage of Chateau Latour, one of the greatest Bordeaux wines, will sell when it is thirty years old, at which time it will be fully mature.i. What sorts of univariate forecasting approaches can you imagine that might be relevant?ii. What sorts of multivariate forecasting approaches can you imagine that might be relevant? What other variables might be used to predict the Latour price?iii. What are the comparative costs and benefits of the univariate and multivariate approaches to forecasting the Latour price?iv. Would you adopt a univariate or multivariate approach to forecasting the Latour price? Why?
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