标准解读
《GB/T 4087.3-1985 数据的统计处理和解释 二项分布可靠度单侧置信下限》是一项国家标准,旨在提供一种方法来计算基于二项分布的数据集在给定置信水平下的单侧置信下限。这项标准特别适用于评估产品的可靠性或成功率时,其中关注的是成功事件发生的最低可接受概率。
该标准首先定义了几个关键术语,包括“试验次数”(n)、“成功次数”(x)以及“成功概率”(p)。它假设每次试验都是独立的,并且成功的概率对于所有试验来说是恒定不变的。当研究对象为一系列独立同分布的伯努利试验结果时,可以使用此标准进行分析。
接着,《GB/T 4087.3-1985》提供了具体的步骤和公式来确定二项分布参数p的一个单侧置信区间。通过选定一个特定的置信水平(例如95%),用户可以根据观察到的成功次数x与总试验次数n来估计p的真实值可能落在哪个范围内。值得注意的是,这里讨论的是单侧置信下限,意味着我们只关心p的真实值不低于某个阈值的概率。
此外,本标准还介绍了如何利用查表法快速找到对应于不同n、x组合下的置信下限值。这些表格通常会列出各种常见情况下直接可用的结果,简化了实际应用中复杂的计算过程。
如需获取更多详尽信息,请直接参考下方经官方授权发布的权威标准文档。
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文档简介
中华人民共和国国家标准
UDC519.28
数据的统计处理和解释
二项分布可靠度单侧置信下限
GB4087.3-85
Statisticalinterpretationofdata
One-sidedreliabilityconfidencelowerlimit
(Binomialdistribution)
1引言
1.1本标准所用统计学名词见GB8358-82《统计学名iaij及符号》,可靠性名i,,l见GB3187一82
《可靠性基本名词术语及定义》。
1.2本标准适用于产品试验结果为成功、失败两种状态的可靠度单侧置信卜限Yit卜也可用J一可化
为此种情形的其他场合。从产品总体中随机地、独立地抽取若}个个体作为样本.本标准规定J’从J-
这类样本确定产品可靠度单侧置信F限的方法。
1.3对有限总体,设其大小为N,样本大小为。。当抽取是有放回时;或当抽取是无放回的,但n一q
_0.1时,。次抽取可以认为是独立的。
1.‘本标准的主要内容以数表形式列出。
1.4.1数表的计算公式
对样木大小n,失败数F,在置信水平,F,可靠度R的单侧置信下限R,,按以卜公式if算:
F二0,R,-="vi一Y············,············『··,··⋯(1)
尸一“,n(n)R-'x“一凡,’=,一:····················一(2’
F二”一1,R,,二”v节,·、,······················一(3)
F二n,R二0
对试验结果n,F及指定的Y,产品可靠度R不小卜对应的表列值凡_的概率不低少,,即
P;R夕RL}夕:
1.4.2数表的参数范围与表距:
,,,=0.50(0.10)0.90,0.95,0.99
”二1(1)70(5)100(10)140(20)200(50)1000
F二0(1)20
1.5本标准所列数表未给出的{L值可利用本标准提供的数据内插计算,也可按本标准附录A给出
的近似公式计算。
1.6L`vN9}i:例
国家标准局1985012,发布19851001实施
GB4087.8-85
例1:
某爆炸螺栓试验了100件,失败一件,规定置信水平为0.90,求可靠度单侧置信哪民。
相应于。二10o,F二1,V=0.90查表得
刀[二0.96166
例2:
某电f-lx备使用寿命服从指数分布,其任务时ialto=250/J、时,今试验数,=80,失败数F'=2
未记录失效时间,置信水平为0.90,求该设备失效率上限A..
根据指数分布可靠性估计理论有:
R,_e-".
因此
几u
相1,-,iI`n=80,F=2,v二o.9oiti.}得
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