normalizeGaussian(RMAWGEN)
normalizeGaussian()所属R语言包:RMAWGEN
Converts a random variable x extracted by a population represented by the sample data or sample
将随机变量X提取的样本数据或样本所代表的人口
译者:生物统计家园网 机器人LoveR
描述----------Description----------
Converts a random variable x extracted by a population represented by the sample data or sample to a normally-distributed variable with assigned mean and standard deviation or vice versa in case inverse is TRUE
一个随机变量转换x由样品data或sample到一个常分布的变量的情况下,与分配的平均值和标准偏差或反之亦然inverse表示人口提取 TRUE
用法----------Usage----------
normalizeGaussian(x = 0, data = x, cpf = NULL, mean = 0,
sd = 1, inverse = FALSE, step = NULL, prec = 10^-4,
type = 3, extremes = TRUE, sample = NULL)
参数----------Arguments----------
参数:x
value or vector of values to be converted
要转换的值或值的向量
参数:data
a sample of data on which a non-parametric probility distribution is estimated
估计的非参数的最后从分布的数据样本
参数:cpf
cumulative probability distribution. If NULL (default) is calaculated as ecdf(data)
累积概率分布。如果NULL(默认)calaculated作为ecdf(data)的
参数:mean
mean (expected value) of the normalized random variable. Default is 0.
平均(预期值)的归一化的随机变量。默认为0。
参数:sd
standard deviation of the normalized random variable. Default is 1.
的归一化的随机变量的标准偏差。默认值是1。
参数:inverse
logical value. If TRUE the function works inversely (the opposite way). Default is FALSE.
逻辑值。如果TRUE的功能成反比(相反的方向)。默认是FALSE。
参数:step
vector of values in which step discontinuities of the cumulative probability function occur. Default is NULL
矢量发生在该步骤的累积概率函数的不连续的值。默认是NULL
参数:prec
amplitude of the neighbourhood of the step discontinuities where cumulative probability function is treated as non-continuous.
振幅的累积概率函数被视为非连续的步骤的不连续性的附近。
参数:type
see quantile
看到quantile
参数:extremes
logical variable. If TRUE (default) the probability or frequency is multiplied by <p align="center">\frac{N}{N+1}
逻辑变量。如果TRUE(默认值)的概率或频率乘以:<p ALIGN="CENTER">\frac{N}{N+1}
where N is the length of data
在那里N的长度data的
参数:sample
a character string or NULL containing sample or probability distribution information. Default is NULL
字符串或NULL的样品或概率分布信息。默认是NULL
值----------Value----------
the normalized variable or its inverse
的归一化的变量或它的反
注意----------Note----------
This function makes a Marginal Gaussianization. See the R code for further details
此功能可以使一个边缘的高斯化。 R代码的进一步详情请参阅
(作者)----------Author(s)----------
Emanuele Cordano, Emanuele Eccel
转载请注明:出自 生物统计家园网(http://www.biostatistic.net)。
注:
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