Step 1 :Given that the P-value is 0.1834 and the significance level (α) is 0.05.
Step 2 :We compare the P-value with the significance level to make a decision about the null hypothesis.
Step 3 :If the P-value is less than or equal to the significance level, we reject the null hypothesis. If the P-value is greater than the significance level, we do not reject the null hypothesis.
Step 4 :In this case, the P-value (0.1834) is greater than the significance level (0.05).
Step 5 :\(\boxed{\text{Therefore, we do not reject the null hypothesis.}}\)
Step 6 :So, the correct answer is A. Since P-value > α, do not reject the null hypothesis.