No. If the underlying distribution is approximately Normal then 1.4 is not at all unusual.
A normal distribution can have any value for its mean and any positive value for its variance. A standard normal distribution has mean 0 and variance 1.
A bit of data that is very distant from the normal distribution of data and its mean. An unusual value.
Yes, and is equal to 1. This is true for normal distribution using any mean and variance.
The area under a normal distribution is one since, by definition, the sum of any series of probabilities is one and, therefore, the integral (or area under the curve) of any probability distribution from negative infinity to infinity is one. However, if you take an interval of a normal distribution, its area can be anywhere between 0 and 1.
No. If the underlying distribution is approximately Normal then 1.4 is not at all unusual.
A normal distribution can have any value for its mean and any positive value for its variance. A standard normal distribution has mean 0 and variance 1.
The normal distribution can have any real number as mean and any positive number as variance. The mean of the standard normal distribution is 0 and its variance is 1.
The mean is 0 and the variance is 1. This need not be the case in any other Normal (Gaussian) distribution.
A bit of data that is very distant from the normal distribution of data and its mean. An unusual value.
Yes, the mean (and median and mode) is the 50th percentile of any normal distribution.
The total area of any probability distribution is 1
If X has any discrete probability distribution then the sum of a number of observations for X will be normal.
Yes, and is equal to 1. This is true for normal distribution using any mean and variance.
Actually the normal distribution is the sub form of Gaussian distribution.Gaussian distribution have 2 parameters, mean and variance.When there is zero mean and unit variance the Gaussian distribution becomes normal other wise it is pronounced as Gaussian.Wrong! The standard normal distribution has mean 0 and variance 1, but a normal distribution is the same as the Gaussiand, and can have any mean and variance. Google stackexcange "what-is-the-difference-between-a-normal-and-a-gaussian-distribution"
The standard normal distribution is a normal distribution with mean 0 and variance 1.
Yes.