We study secret key generation from reciprocal multipath wireless channels modeled as multiple parallel fading channels. We consider two channel characteristics that heavily impact secret key capacity: channel sparsity and correlation between main and eavesdropper's channels. We propose a joint model of channel sparsity and coefficient correlation, and characterize the impact of each by studying achieveable secret key rates.