Introductory Statistics - 9.1 Null and Alternative Hypotheses PDF

Log in Introductory Statistics 9.1 Null and Alternative Hypotheses...

Log in Introductory Statistics 9.1 Null and Alternative Hypotheses Introductory Statistics 9.1 Null and Alternative Hypotheses Search this book Contents The actual test begins by considering two hypotheses. They are called the null hypothesis and the alternative hypothesis. These hypotheses contain opposing viewpoints. Highlights H0: The null hypothesis: It is a statement of no difference between the variables—they are not related. This can often be considered the status quo and as a result if you cannot accept the null it requires some action. Ha: The alternative hypothesis: It is a claim about the population that is contradictory to H0 and what we conclude when we reject H0. This is usually what the researcher is trying to prove. Since the null and alternative hypotheses are contradictory, you must examine evidence to decide if you have enough evidence to reject the null hypothesis or not. The evidence is in the form of sample data. After you have determined which hypothesis the sample supports, you make a decision. There are two options for a decision. They are "reject H0" if the sample information favors the alternative hypothesis or "do not reject H0" or "decline to reject H0" if the sample information is insufficient to reject the null hypothesis. Mathematical Symbols Used in H0 and Ha: H0 Ha equal (=) not equal (≠) or greater than (>) or less than ( or < as the symbol in the alternative hypothesis. This practice is acceptable because we only make the decision to reject or not reject the null hypothesis. EXAMPLE 9.1 H0: No more than 30% of the registered voters in Santa Clara County voted in the primary election. p ≤.30 Ha: More than 30% of the registered voters in Santa Clara County voted in the primary election. p > 30 TRY IT 9.1 A medical trial is conducted to test whether or not a new medicine reduces cholesterol by 25%. State the null and alternative hypotheses. EXAMPLE 9.2 We want to test whether the mean GPA of students in American colleges is different from 2.0 (out of 4.0). The null and alternative hypotheses are: H0: μ = 2.0 Ha: μ ≠ 2.0 TRY IT 9.2 We want to test whether the mean height of eighth graders is 66 inches. State the null and alternative hypotheses. Fill in the correct symbol (=, ≠, ≥, ) for the null and alternative hypotheses. a. H0: μ __ 66 b. Ha: μ __ 66 EXAMPLE 9.3 We want to test if college students take less than five years to graduate from college, on the average. The null and alternative hypotheses are: H0: μ ≥ 5 Ha: μ < 5 TRY IT 9.3 We want to test if it takes fewer than 45 minutes to teach a lesson plan. State the null and alternative hypotheses. Fill in the correct symbol ( =, ≠, ≥, ) for the null and alternative hypotheses. a. H0: μ __ 45 b. Ha: μ __ 45 EXAMPLE 9.4 In an issue of U. S. News and World Report, an article on school standards stated that about half of all students in France, Germany, and Israel take advanced placement exams and a third pass. The same article stated that 6.6% of U.S. students take advanced placement exams and 4.4% pass. Test if the percentage of U.S. students who take advanced placement exams is more than 6.6%. State the null and alternative hypotheses. H0: p ≤ 0.066 Ha: p > 0.066 TRY IT 9.4 On a state driver’s test, about 40% pass the test on the first try. We want to test if more than 40% pass on the first try. Fill in the correct symbol (=, ≠, ≥, ) for the null and alternative hypotheses. a. H0: p __ 0.40 b. Ha: p __ 0.40 COLLABORATIVE EXERCISE Bring to class a newspaper, some news magazines, and some Internet articles. In groups, find articles from which your group can write null and alternative hypotheses. Discuss your hypotheses with the rest of the class. Previous Next Order a print copy As an Amazon Associate we earn from qualifying purchases. Citation/Attribution Our mission is to improve educational access Help OpenStax Policies Contact Us Press Accessibility Statement and learning for everyone. Support Center Newsletter Terms of Use FAQ Careers Licensing OpenStax is part of Rice University, which is a 501(c)(3) Privacy Policy nonprofit. Give today and help us reach more students. Manage Cookies © 1999-2024, Rice University. Except where otherwise noted, textbooks on this site are licensed under a Creative Commons Attribution 4.0 International License. Advanced Placement ® and AP ® are trademarks registered and/or owned by the College Board, which is not affiliated with, and does not endorse, this site. :