Ch 6 - Stylised facts Flashcards
Most macroeconomic time series can be decomposed into its ______ and ___________ components
Long term (trend) , short term (business cycle)
The trend component is mainly driven by factors that are not easily controllable by the monetary or fiscal authorities, such as _________ and _______
Demographic changes, technological progress
Business cycles are fluctuations of ______ around its trend components
Real GDP
What is a negative output gap?
Business cycle is below the trend
What is a positive output gap?
Business cycle is above the trend
Give 3 reasons by we should transform data by taking natural logarithms
- rescales the time series from large numbers to more reasonable numbers without affecting the time series properties significantly
- the difference between the natural logarithms of two numbers is approximately the percentage change in the time series across time periods
- graphically you can interpret the changes in the timer series, since the slope of the log of a series is approximately the growth rate
Name 2 methods of separating trends from cycles
- Remove a constant growth rate (linear trend)
2. Hodrick-Prescott filter (HP)
What does the volatility of a variable indicate?
How the variable fluctuates in time
What does cyclicality show?
How the business cycle component of a particular variable evolves in relation to the business cycle component of the real GDP
How do you measure volatility?
Variance/ standard deviation
How do you measure cyclicality?
Covariance, correlation
What is persistence?
Likelihood of a variable to stay, say, above trend next period, when it is above trend in the current period
How do you measure persistence?
Autocorrelation
What does the Phillips curve show?
An inverse relationship between the rate of unemployment and the rate of inflation in the short run
Give 4 reasons for a flattening Phillips curve
- Data problems
- The true MC of hiring labour is not accurately captured due to open economy dynamics
- Structural changes in price setting behavior, increased globalisation has reduced stickiness in product and labour markets
- the standard New Keynesian model may not be fully capturing the dynamics of the Phillips curve