Ch1 Woolridge: The Nature of Econometrics and Economic Data Flashcards
What is nonexperimental data?
data not accumulated through controlled experiments on individuals, firms. Sometimes called observational data or retrospective data
What is experimental data?
data collected in labroratory environments
What is an empirical analysis?
an analysis that uses data to test a theory or to estimate a relationship
What is cross-sectional data?
it consists of a sample of individuals, households, firms, cities, states, countries or a variety of other units, taken at a given point in time.
What is an important feature of cross-sectional data?
we can often assume that they have been obtained by random sampling from the underlying population
What is time-series data?
a time series data set consists of observations on a variable or several variables over time. Examples of time series data include stock prices, money supply, GDP.
Why is time series data more difficult to analyze than cross-sectional data?
economic observations can rarely be assumed to be independent across time; most economic and other time series are related to their recent histories
What is panel data?
panel data (or longitudinal data) set consists of a time series for each cross-sectional member in the data set
What distinguishes panel data from pooled cross section?
the same cross-sectional units are followed over a given time period