Quant + ECO Flashcards
(228 cards)
numerical data
quantitative
categorical data
qualitative
discrete data
quantitative - countable
Continuous data
quantitative - factional
Nominal data
qualitative - cannot be ordered..
Ordinal data
qualitative - can be ranked
structured data
organised in a defined way
unstructured data
big data / commentary
Winzorised mean
substitute variables for top x% and bottom x%
Harmonic Mean
(N/sum(a/x))
Percntile calculation
=(N +1) (y/100)
Coefficient of Variation (CV)
standard deviation of x / average value of x
Positive skewness
Mean > Median > mode
Negative skewness
Mode > Median > mean
degree if skewness
zero = normal dist, greater than 0.5 considered significant
Leptokurtic
fat tails (more peaked)
Playkurtic
thin tails (less peaked)
Mesokurtic
Normal distribution
Excess kurtosis
= sample kurtosis - 3
Random variable
uncertain quantity/number
Outcome
an observable value of a random variable
Event
single outcome or a set of outcomes
Mutually exclusive events
are events that cannot happen at the same time
Exhaustive events
include all possible outcomes