CODEWITHSUNDEEP
rlinear-regressionhypothesis-test
Worldman
Worldman

Reputation: 21

Hypothesis testing in R

Im currently doing linear regression for data set. I need to test hypothesis H0:B1=0 vs H1:B1=/=0 for significance lvl a = 0.05 and find p-value. I run command summary(lm(y~x~)) and the p-value was 0.02781 However when I tried t.test(x,y) I got p-value = 5.71e-15 Why is that?

Upvotes: 2

Views: 594

Answers (1)

Erin Sprünken
Erin Sprünken

Reputation: 400

the p-value of the summary corresponds to the t-test of the beta of your regression model. If you run t.test(x,y) you test whether the means of x and y are equal to each other, that has nothing to do with the test whether B1 is equal/unequal to zero.

Upvotes: 2

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