When one is not a statistician and looking through these statistical outputs makes someone feel like Alice in Wonderland and suddenly one steps into a fanatical world, where strange and phantasms appear out of nowhere.
What are these values, really? where do they come from? Even if you have used the p-value to interpret the statistical significance of your result several times, its actual origin still remains murky to You.
P is the purely statistical term, which is a number used to interpret statistical measures. The probability value tells us about the probability that the measured difference coincides with chance. Any probability value smaller than 0.05 means that the probability is smaller than% 5. While the t-test is any statistical hypothesis test in which the statistical test follows the distribution of T to the student if the null hypothesis is supported. It is more commonly applied when the statistical test follows a normal probability distribution if the value of the term in the statistical test is known.
You can learn a lot about statistics by taking an intensive course on the basics of statistics
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