Score contribution per author:
α: calibrated so average coauthorship-adjusted count equals average raw count
A simple data-dependent filtering method is proposed before applying the Bai–Ng method to estimate the number of common factors in the conventional approximate factor model. The asymptotic justification is provided and the finite-sample performance is examined.