Chapter 12: Sampling Distribution of the Mean and Z-test Flashcards
Characteristics of Random Sampling (2)
- population chance of selection?
- members of the population chance of selection?
- Each possible sample of a given size has equal chance of being selected
- All members of the population have equal chance of being selected into the the sample.
Why is Random sampling important?(2)
- why is it required?
- what does it assure about the sample?
- required to apply laws of probability to a sample
- assures sample is representative of the population.
What is an experiment?
- tests influence of an IV on a DV
What are hypothesis?
- statement of prediction
What two kinds of hypothesis are there?
- Alternative hypothesis (Ha)
- Null Hypothesis (Ho)
What exactly is the Alternative Hypothesis?
- States there is a difference between the conditions due to the IV.
What exactly is the Null Hypothesis?
- the logical counterpart of Ha…mutually exclusive and exhaustive.
aka there is no difference between the conditions due to the IV.
What does it mean to be a Directional Hypothesis?
- specifies a direction of the effect from the IV.
ex: a new drug INCREASES an effect on mood.
What does it mean to be a Nondirectional hypothesis?
- specifies the IV has an effect, but no direction is stated..
ex: a new drug HAS an effect on mood.
If Ha is nondirectional than what does Ho state?
- IV has no effect
- ex: New drug HAS NO effect.
If Ha is directional that what does Ho state?
- IV has no effect or an effect in the opposite direction.
Ex:
Ha= new drug increases mood.
Ho= new drug has NO EFFECT on mood or makes it WORSE..
Results are always evaluated against what?
the null hypothesis
From the null hypothesis evaluation it is possible to calculate what?
- Now mathematics are available for the probability of what ?
- calculate probability of chance events
- no mathematics for the probability of Ha
What is the Alpha level used for? (3)
- calculate the probability of the obtained results if chance alone were operating
- if probability is < critical probability level, reject that Ho
- If reject the Ho, results are statistically significant.
What are the rules for interpreting alpha level?
- Obtained probability < alpha, reject Ho
Obtained probability > alpha, fail to reject Ho or retain Ho..