Chapter 8.3 Flashcards
What is a hypothesis?
It is a proposed explanation that has not yet been tested to find out if it is a good explanation
-In stats the hypothesis will be in relation to the pop parameter and sample will be used to evaluate it
pg. 484
What are the four step of the scientifie method?
- Observation
- Hypothesis
- Experiment
- Theory
pg. 484
What is the fundamental limitation?
We can NEVER use a statistic to PROVE that a population parameter is equal to some specific value, we can only say if it’s consistent or not
pg. 485
What is the language used for testing a hypothesis that the pop parameter is equal to a specific value?
Reject or Fail to Reject
-You must say fail to reject rather than accept to include all possible options without saying it’s 100% correct
pg. 491
What is the language used for testing a hypothesis that the pop parameter is different from a specific value?
Support or Not support
if reject then support, if fail to reject then non support
pg. 494
What is a hypothesis vs a hypothesis test?
hypothesis: an assumption about a population
hypothesis test: a procedure for testing a hyposthesis
pg. 498
What is a null hypothesis?
Hsub0: p=0.5
a statement that the pop parameter is equal to some specific value
pg. 499
What is an alternative hypothesis?
Hsub1: p>0.5 (p more than 0.5)
a statement that the pop parameter is somehow diff from the null hypothesis
pg. 499
What is the significance level?
the boundary for a specific problem between probabilities which are low and probabilities which are not low (each problem will tell you)
symble a-alpha
pg. 500
What is the p-value?
The probalitiy of getting a result at least as extreame as the observed result, assuming that the null is true.
-p-value is low whenever the it’s less than or equal to alpha(significance level)
pg. 500
What is the relationship between p-value and Hsub0?
If the p-value is low, then reject Hsub0
pg. 501
What are the four steps for the p-value method/hypothesis test?
- Identify the null(Hsub0) and alternative hypothesis(Hsub1)
- Find the p-value
- Address Hsub0 (Reject or Fail to Reject)
- State a conclusion that addresses the claim
pg. 501
How do you use the calculator to do the hypothesis test?
Stat-tests
1-PropZTest(5)
Psub0=Hsub0
X=succsses
n=sample value
finds p-value
pg. 502
What do you look at to find HsubO and Hsub1?
The Claim
pg. 505
What is the wording for the final conclusion?
Equal?-Yes-Reject?-Yes-enough to reject
Equal?-Yes-Reject?-No-NOT enough to reject
Equal?-No-Reject?-Yes-enough to support
Equal?-No-Reject?-No-NOT enough to support
pg. 504