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Old 07-30-2007   #1
vyomguy
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Default What is T-statistics and P-Statistics?

I am running a regression model on the dataset. I am getting the T-statistics as the result. I am new to statistics. Can someone tell me what T-statistics is and how to interpret the result obtained from T-statistics. Thanks
 
Old 07-30-2007   #2
pencil sharpener woman
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After an estimation of a coefficient, the t-statistic for that coefficient is the ratio of the coefficient to its standard error. That can be tested against a t distribution to determine how probable it is that the true value of the coefficient is really zero.
 
Old 07-30-2007   #3
jennifer7228
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The t statistic is a measure of how extreme a statistical estimate is. You compute this statistic by subtracting the hypothesized value from the statistical estimate and then dividing by the estimated standard error. In many, but not all situation, the hypothesized value would be zero.
 
 

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