  We investigate the quantize and binning scheme, known as the
Shimokawa-Han-Amari (SHA) scheme, for the distributed hypothesis testing. We
develop tools to evaluate the critical rate attainable by the SHA scheme. For a
product of binary symmetric double sources, we present a sequential scheme that
improves upon the SHA scheme.
