But Merrill , which has already raised $ 15 billion since John A. Thain took over as chief executive last fall , is finding it difficult to raise additional capital through previously used means , like selling preferred stock to sovereign wealth funds and other institutional investors , and it would prefer to avoid diluting the holdings of existing investors .