LEVEL 11 · 40 MIN

Instrument Forge

Read stability, lag effects, and GMM diagnostics as one system.

OPTIONAL ADVANCED EXTENSION — This mission is outside the assessed FIN4401 core. Every panel, coefficient, standard error, and diagnostic is synthetic and designed only for learning dynamic GMM interpretation.

MISSION OBJECTIVES

  • Trace how lag creation changes a short-panel estimation sample.
  • Explain dynamic-panel bias and distinguish difference from system GMM.
  • Assess lagged-outcome persistence and the dynamic stability condition.
  • Interpret Arellano–Bond AR(1)/AR(2) and Sargan/Hansen evidence with appropriate limits.
  • Compare restricted and proliferated instrument designs using synthetic EViews and Stata workflows.