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a bug with Student t-value??
5 messages · huaru wang, Sunny Srivastava, (Ted Harding) +1 more
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On 07-Nov-09 09:02:38, huaru wang wrote:
Hello, every one, Using the qt() function in R, I got a different Student t-value with the Student t table. e.g. the return value of function qt(0.95,9) is 1.833, while in table it is 2.262. I do not know why the difference exists. I guess it may be a bug in R. --
Not at all. The reason is that your table gives the t-value for a two-sided test (with equal tails), i.e. 0.025 in each tail. The function qt() in R returns the t-value for a one-sided test, i.e. 0.05 in the (by default) upper tail. Compare: qt(0.95,9) # [1] 1.833113 qt(0.975,9) # [1] 2.262157 The second value agrees with your table. Many printed tables give the two-sided values, rather than the one-sided. Hoping this helps, Ted. -------------------------------------------------------------------- E-Mail: (Ted Harding) <Ted.Harding at manchester.ac.uk> Fax-to-email: +44 (0)870 094 0861 Date: 07-Nov-09 Time: 09:55:50 ------------------------------ XFMail ------------------------------
Sunny Srivastava wrote:
Hi Huaru, Are you sure you are looking at 0.95 and NOT 0.975? as qt(0.975,9) = 2.262 generally tables are given for alpha/2 (alpha=0.05 in your case) significance. Please check carefully.
Or, put differently, tables are often given for two-sided p-values (especially in the back pages of textbooks), whereas qt() is for one-sided. I.e. the t distribution with 9 DF has a probability of 0.95 of falling BELOW 1.833 but also of falling BETWEEN -2.262 and +2.262.
O__ ---- Peter Dalgaard ?ster Farimagsgade 5, Entr.B c/ /'_ --- Dept. of Biostatistics PO Box 2099, 1014 Cph. K (*) \(*) -- University of Copenhagen Denmark Ph: (+45) 35327918 ~~~~~~~~~~ - (p.dalgaard at biostat.ku.dk) FAX: (+45) 35327907