When an application continuously crashes, it often indicates memory issues such as memory leaks, null pointer exceptions, or out-of-memory errors. Memory Analysis helps identify these problems by tracking object allocations, garbage collection patterns, and memory usage patterns that lead to crashes. Performance Analysis would be used for slowness or hanging, Coverage Analysis for test completeness, and Static Analysis for code quality without running the application.