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I'm doing financial model (to forecast revenue and cost), but there is no historical figure to be based on. Can i use comparable companies figure? Or Can i use some judgement or realistic figure for the first 5 years (certain) and use these variables to forecast another 15years (uncertain) using regression?
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The answer is yes to both options... Ultimately, you are making forecasts for the future and you have to use whatever information you have - historical, fundamental, industry wide, judgment - to make your estimates
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