How do you analyze the root cause of a defect?

Some defects are inconsistent and treating them is bit tricky. Every time you write test cases, review the requirement specification document. Analyze why the  bug is not appearing every time and try to test in different scenarios. Dig into each phase of the SDLC lifecycle to track the bug.