Question

Explain why we test the null hypothesis.

Explain why we test the null hypothesis.

Homework Answers

Answer #1

Please don't hesitate to give a "thumbs up" in case you're satisfied with the answer

We test the null hypothesis because the test of significance is designed to assess the strength of the evidence against the null hypothesis. ... The statement that is being tested against the null hypothesis is the alternative hypothesis.

So, when we fail to find significantly low probability of null hypothesis to happen, then we say our test "fails to reject the null hypothesis basis our evidence".

Know the answer?
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for?
Ask your own homework help question
Similar Questions
Q1. Suppose we wish to test the null hypothesis that a coefficient is equal to zero...
Q1. Suppose we wish to test the null hypothesis that a coefficient is equal to zero vs. the alternative that it is not zero at the 5 % level. If the 95% confidence interval for the coefficient does not contain zero, then we will reject the null hypothesis. Explain. Q2. Suppose we perform an F test and reject the null hypothesis and all the coefficients except the constant are zero. Does this imply the regression is a good fit for...
conception: for the null hypothesis test problem why we can use standard normal distribution table? by...
conception: for the null hypothesis test problem why we can use standard normal distribution table? by the central limited theorem and law of large number we have that when n is getting large, then the sample distribution will be normal distribution but it doesn't mean it is standard normal distribution. But why we can still use the table to find the value
The following steps explain how to do a Hypothesis Test. Step 1: Specify the Null Hypothesis....
The following steps explain how to do a Hypothesis Test. Step 1: Specify the Null Hypothesis. ... Step 2: Specify the Alternative Hypothesis. ... Step 3: Set the Significance Level α Step 4: Calculate the Test Statistic and Corresponding P-Value. ... Step 5 If the P-Value < α We reject the null hypothesis Let us assume that a dealer claims the gas mileage of a specific model of a car is greater than 25 miles per gallon. What is the...
The null hypothesis for the dependent t-test is essentially the same as ) Null hypothesis for...
The null hypothesis for the dependent t-test is essentially the same as ) Null hypothesis for a 1 group t-test B) The effect size C) Null hypothesis for a Z-score hypothesis test D) Null hypothesis for a two independent groups t- test
1. The P-value of a test of the null hypothesis is a. the probability the null...
1. The P-value of a test of the null hypothesis is a. the probability the null hypothesis is true. b. the probability the null hypothesis is false. c. the probability, assuming the null hypothesis is false, that the test statistic will take a value at least as extreme as that actually observed. d. the probability, assuming the null hypothesis is true, that the test statistic will take a value at least as extreme as that actually observed. 2. The P-value...
When we conduct a hypothesis test, there are two ways to make a mistake. The null...
When we conduct a hypothesis test, there are two ways to make a mistake. The null hypothesis might be correct, and we end up rejecting it. This is called a Type I error. On the other hand, the null hypothesis might be false, and we fail to reject it. This is called a Type II error. Either type of error can be costly, though not necessarily equally costly. In the following two scenarios, think about what is the alternative hypothesis?...
If the null hypothesis is H0: μ ≥ 1250, then we have a left-tailed test. True...
If the null hypothesis is H0: μ ≥ 1250, then we have a left-tailed test. True of False
Suppose that in a certain hypothesis test the null hypothesis is rejected at the .10 level;...
Suppose that in a certain hypothesis test the null hypothesis is rejected at the .10 level; it is also rejected at the .05 level; however it cannot be rejected at the .01 level. The most accurate statement that can be made about the p-value for this test is that: p-value = 0.01. p-value = 0.10. 0.01 < p-value < 0.05. 0.05 < p-value < 0.10. Complete the sentence: If we do not reject the null hypothesis, we conclude that _____....
Suppose we want to test the null hypothesis H0 : p = 0.28 against the alternative...
Suppose we want to test the null hypothesis H0 : p = 0.28 against the alternative hypothesis H1 : p ≠ 0.28. Suppose also that we observed 100 successes in a random sample of 400 subjects and the level of significance is 0.05. What is the p-value for this test? a. 0.9563 b. 0.0901 c. 0.05 d. 0.1802
Suppose that we want to test the null hypothesis that the mean of population 1 is...
Suppose that we want to test the null hypothesis that the mean of population 1 is equal to the mean of population 2. We select a random sample from population 1 and a random sample from population 2, and these two samples are independent. Circle the FALSE statement. A. We need to perform a two-sided test. B. If we know the variance of each population, even if they are different, we can use the Z test. That is, the test...