Intro (L1) Flashcards
Experimental data
Control &treatment groups
Randomised people
Quasi-experimental group
Subjects are assigned to control & treatment groups by criteria eg tax rate
Cross-sectional data
Collected over a period of time , in a year collecting samples from different countries
Time-series data
Collecting one piece of data over a period of time
Panel data
Many samples over a period of time looking at students from y8 to their 20s eg
Flow or stock
Flow: measures transaction in a time period
Stock: measures the amount of an asset in one point in time
Basic model
C= ß0+ ß1DI + e
Denote C,DI and e according to the type of data
Time series: Ct
Cross sectional: Ci
Panel:Cit
How to show an estimate of coefficients in the basic model
Č (hat opposite way)
E(aX+b)
aE(X)+b
Variance
E(X^2)-u^2
Var(aX+b)
a^2Var(X)
Cov(X,Y)
E[(X-E(X)(Y-E(Y)]
Correlation coefficient
Cov(X,Y)/ ROOT VAR(X)VAR(Y)
Z=aX+bY
Var(Z)
Var(aX+bY)
a^2var(x)+b^2var(y)+2abcov(x,y)
If unrelated, cov is 0