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SCENARIO 16-13
Given below is the monthly time series data for U.S.retail sales of building materials over a specific year.
The results of the linear trend,quadratic trend,exponential trend,first-order autoregressive,second-order autoregressive and third-order autoregressive model are presented below in which the coded month for the 1st month is 0:
Linear trend model:
Quadratic trend model:
Third-order autoregressive::
Below is the residual plot of the various models:
-Referring to Scenario 16-13,what is your forecast for the 13th month using the third-order autoregressive model?
Earnings Before Interest and Taxes
An indicator of a company's profitability, calculated as revenue minus expenses excluding tax and interest.
Debt Ratio
A financial ratio that measures the extent of a company’s leverage, calculated by dividing total liabilities by total assets.
Capital Structure
The mixture of debt and equity that a company uses to finance its operations and growth.
ROE
Return on Equity; a financial ratio that measures the profitability of a firm by dividing net income by shareholder's equity.
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