对该技术的改进{{clarify|reason=What technique?|date=January 2019}}包括通过调节其他变量{{clarify|reason=What other variable are we talking about?|date=January 2019}}来创建工具变量{{clarify|reason=What is an instrument?|date=January 2019}},以阻断{{clarify|reason=What does it mean to "block a path"?|date=January 2019}}工具变量和混杂因子{{clarify|reason=What cofounder are we talking about?|date=January 2019}}之间的路径{{clarify|reason=What is the exact definition of a path?|date=January 2019}},并组合多个变量以形成单个工具变量{{clarify|date=January 2019}}。<ref name=":1" />
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对该技术的改进包括通过调节其他变量来创建工具变量{{clarify|reason=What is an instrument?|date=January 2019}},以阻断工具变量和混杂因子之间的路径{{clarify|reason=What is the exact definition of a path?|date=January 2019}},并组合多个变量以形成单个工具变量。<ref name=":1" />