Yanagimoto T, Yamamoto E
Environ Health Perspect. 1979 Oct;32:193-9. doi: 10.1289/ehp.7932193.
The hockey stick regression method is a convenient method to estimate safe doses, which is a kind of regression method using segmented lines. The method seems intuitively to be useful, but needs the assumption of the existence of the positive threshold value. The validity of the assumption is considered to be difficult to be shown. The alternative methods which are not based on the assumption, are given under suitable dose-response curves by introducing a risk level. Here the method using the probit model is compared with the hockey stick regression method. Computational results suggest that the alternative method is preferable. Furthermore similar problems in the case that response is measured as a continuous value are also extended. Data exemplified are concerned with relations of SO2 to simple chronic bronchitis, relations of photochemical oxidants to eye discomfort and residual antibiotics in the lever of the chicks. These data was analyzed by the original authors under the assumption of the existence of the positive threshold values.
曲棍球棒回归法是一种估算安全剂量的简便方法,它是一种使用分段线的回归方法。该方法直观上似乎有用,但需要存在正阈值的假设。这种假设的有效性被认为难以证明。通过引入风险水平,在合适的剂量-反应曲线下给出了不基于该假设的替代方法。这里将使用概率单位模型的方法与曲棍球棒回归法进行了比较。计算结果表明替代方法更可取。此外,在反应被测量为连续值的情况下的类似问题也得到了扩展。所举的数据示例涉及二氧化硫与单纯性慢性支气管炎的关系、光化学氧化剂与眼部不适的关系以及雏鸡肝脏中的残留抗生素。这些数据由原作者在存在正阈值的假设下进行了分析。