Lol Flashcards
P-hacking (1)
Cherry picking
P-hacking (2)
Data trimming
P-hacking (3)
Subgroup analysis
P-hacking (4)
data transformation
P-hacking (5)
exclusion
Passing from statistical sample data to generalizations for the population
Inference
Predict something as a result of a study and analysis of relevant data
Prediction
Null hypothesis
H_{0} : ATE = 0, reject if ATE is too large
Endogeniety: it is also caused by the outcome
reverse causality
Endogeniety: both are determined by something else
OVB
Endogeniety: it is systematically measured with error
measurement error
Trend is present in a subsample but absent or reversed in population
simpson paradox
determined outside the system
exogenous
If there is a OVB, correlation between x,y is
spurious
Data source (1)
Administrative data
Data source (2)
Sensor data
Data source (3)
Data from other research
Data source (4)
Data from web
Data source (5)
Surveys
Data source (6)
Lab experiments / Field experiments
Data manipulation Type 1
Outright manipulation
Data manipulation Type 2
Politically convenient guesstimating
Data manipulation Type 3
Opportunistic use of methology space.
Data manipulation Type 4
Indicator measurement through indirect means
Regression (1)
parametric regression
Regression (2)
Semiparametric regression
Regression (3)
nonparametric regression