Comma-spliced and Fused sentences

There are three correct ways of joining independent clauses (making compound and compound/complex sentences)

Coordinating conjunctions are the FANBOYS (for, and, nor, but, or, yet, so).
Conjunctive adverbs (adverb phrases) are words like therefore and however or phrases like in fact or on the other hand.

Comma Spliced and Fused sentences are incorrect ways of joining independent clauses.