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| Quantifiable estimate of future demand |
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| Process of estimating the future demand for our products and services. |
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Cause-and-effect methods (external or exogenous models) |
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| Most appropriate for manufacturing and wholesale firms |
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| Applicable to all firms. Customers express preference for new or modified products |
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| Most appropriate for firms that have several outlets. Introduction of new product which has characteristics similar to previous products |
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| can include surveys, tests, and observations. Results are statistically extrapolated to develop forecasts of demand for products. |
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| Uses a panel of experts to obtain a consensus of opinion. Used primarily for unique new products or processes for which no previous data exist. |
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| Time series forecasting models |
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use historical records that are readily available within the firm or industry to predict future sales. (INTERNAL) (INTRINSIC) Assumes that past sales are a fairly accurate predictor of future sales. |
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| Actual observation of the variable to be forecast |
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| assumes that actual sales for some recent previous time periods are the best predictor of future sales |
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Mean Absolute Deviation Tool used to measure the forecasting error of a model |
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| absolute difference between forecasted sales and actual sales |
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| Weighted moving average model |
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| assumes that the closest time period is a more accurate predictor of future sales than previous time periods |
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| Exponental smoothing model |
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| uses a smoothing constant, alpha, as an adjustment in determining the forecast |
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| statistical method known as least squared regression |
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| caused by the predictable shopping habits of our customers |
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| variation caused by growth or decline in demand for our product or service over time |
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| caused by general economic factors that affect our industry |
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| Noise is random variation |
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| data that is not explained by the other variations |
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| Internally Generated Funds |
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| Net income or profits after taxes earned over an accounting period |
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| Pro forma financial statement |
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| projected statement based on the forecast |
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| Percentage of sales method |
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| based on the fact that assets and liabilities historically vary with sales |
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| Financing Capital Needed (FCN) |
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| financial funds needed to acquire necessary to support a firm's sales growth |
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| Incentives that companies give to collect payment earlier. |
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| current assets and the current liabilities of a business |
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| difference between a businesses |
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