COMMON PROBLEMS WITH CASE SELECTION (BIAS)

• Selection on the dependent variable.



• Omitted variable bias.



• Cases with variables that do not vary.



• Choosing cases that are outliers.



• Data gathering techniques and bias (measurement error; grouping error).