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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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