Skewed or Noncentral T Distribution

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The skewed t-distribution and the noncentral t-distribution are not the same; they represent different modifications of the standard t-distribution. The skewed t-distribution introduces asymmetry, while the noncentral t-distribution accounts for non-zero means in hypothesis testing. Various proposals exist to modify the standard t-distribution, reflecting the complexity of these statistical concepts. For a deeper understanding, referencing academic literature, such as the work by Jones and Faddy, can provide valuable insights. Overall, distinguishing between these distributions is crucial for accurate statistical analysis.
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Hello,

I understand that the skewed t-distribution and the noncentral t-distribution are generalized, asymmetric forms of the t-distribution.

Are they the same thing?

If not, what is the difference between them?

Thank you!
 
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Hi, it is quite impossible to satisfactory answer your question as there are several proposed modifications of the standard t distribution. See, e.g.:

Jones, M. C. and Faddy, M. J. (2003), A skew extension of the t-distribution, with applications. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 65: 159–174. doi: 10.1111/1467-9868.00378
 
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