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单词 Conditional probability distribution
释义

Conditional probability distribution

中文百科

条件概率分布

如果骰子一侧是6点,朝上的可能是4点,但不可能是6点或1点。

条件概率分布Conditional Probability Distribution,或者 条件分布Conditional Distribution )是现代概率论中的概念。已知两个相关的随机变量XY,随机变量Y 在条件{X =x}下的条件概率分布是指当已知X 的取值为某个特定值x之时,Y 的概率分布。 如果Y 在条件{X =x}下的条件概率分布是连续分布,那幺其密度函数称作Y 在条件{X =x}下的条件概率密度函数条件分布密度条件密度函数)。与条件分布有关的概念,常常以“条件”作为前缀,如条件期望、条件方差等等。

英语百科

Conditional probability distribution 条件概率分布

In probability theory and statistics, given two jointly distributed random variables X and Y, the conditional probability distribution of Y given X is the probability distribution of Y when X is known to be a particular value; in some cases the conditional probabilities may be expressed as functions containing the unspecified value x of X as a parameter. In case that both "X" and "Y" are categorical variables, a conditional probability table is typically used to represent the conditional probability. The conditional distribution contrasts with the marginal distribution of a random variable, which is its distribution without reference to the value of the other variable.

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更新时间:2025/6/18 3:10:40