FINC3015 Lecture Notes - Lecture 7: Point Estimation, Net Present Value, Decision Tree Learning

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Finc3015 financial valuation: case study approach week 7. Decision trees therefore provide a flexible and powerful approach for dealing with risk that occurs in phases, with decisions in each phase depending on the outcomes in the previous one. Steps in simulation analysis: deter(cid:373)i(cid:374)e (cid:858)pro(cid:271)a(cid:271)ilisti(cid:272)(cid:859) varia(cid:271)les. In any analysis, there are potentially dozens of variables, some of which are predictable and others are not. In simulation analysis, there is no constrain on how many variables can be altered. Finc3015 financial valuation: case study approach week 7: once again, trade-off between time and value added, define probability distributions for these variables: most difficult, usually achieved using, historical data, cross-sectional data; Inferring statistical distribution based on variability in input (some variables cannot be normal): check for correlation across variables. If (cid:449)e do(cid:374)"t (cid:272)o(cid:374)sider (cid:272)orrelatio(cid:374)s (cid:271)et(cid:449)ee(cid:374) (cid:448)aria(cid:271)les, (cid:449)e (cid:373)ay (cid:271)e i(cid:374)ad(cid:448)erte(cid:374)tly (cid:271)iasi(cid:374)g our result.

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