Parameter/coefficient
Equation
Example: Y = 2X + 1
Y and X are variables
2 is the parameter
1 is the constant
Qualitative (attribute) variable
non-numeric ; categorical - values refer to categories
e.g. gender: 1 = male and 2 = female
e.g. type of dwelling:
1 = detached houses, 2 = semi-detached houses, 3 = terraced houses, 4 =
flats
Quantitative variable
numerical: distances between each value on the measurement scale
are equal, which means that values represent magnitude
discrete variable
- gaps between values e.g. number of rooms in a house
Continuous variable
- any value within a range e.g. house prices; asset returns
Risk Premium
A risk premium is the investment return an asset is expected to yield in excess of the risk-free rate of return. An asset’s risk premium is a form of compensation for investors. It represents payment to investors for tolerating the extra risk in a given investment over that of a risk-free asset
Parameter/coefficient
Qualitative (attribute) variable
non-numeric ; categorical - values refer to categories
e.g. gender: 1 = male and 2 = female