This theory is based on the supposition that the data is accurate.

supposition 是名词，由动词 suppose（假设）加上名词后缀 -ition 构成。suppose 本身来自拉丁语，表示"假设、猜想"。supposition 指"假设、推测"，特别是指作为理论或论证基础的假设。