__________ are used to infer that the results from a sample are reflective of the true population scores.
The F statistic is a ratio of two types of variance: __________ variance and error variance.
A Type I error occurs when the null hypothesis is _________.
Rejected but the null hypothesis is actually true
Which of the following statements is TRUE?
True differences are more likely to be detected if the sample size is large.
If a mechanic looks at your car engine and says there is nothing wrong with it and your car breaks down when you leave the garage, what type of error did the mechanic make?
If the null hypothesis was rejected and there was 1 chance out of 100 that the decision was wrong, what was the alpha level in the study?
Dr. P is using a t-test to compare the means of two groups. There are 25 participants in each group. How many degrees of freedom are there in this test?
How is the power of a statistical test related to the probability of a Type II error?
Power = 1- Type II error
The null hypothesis is rejected when there is a very low probability that the obtained results could be due to random error
The t-test is most commonly used to examine whether two groups are significantly different from each other.
A .05 significance level indicates that there is a 95% chance that the research findings are incorrect.
The Kruskal Wallace H test and the Mann-Whitney U test are both appropriate significance tests for interval scale data.
Researchers conducted a naturalistic observation to examine gender differences in manners. Standing outside the bookstore, the researchers observed men and women leaving the bookstore and recorded when they held the door open or did not hold the door open for another person.
Participants were recruited to participate in a memory study. Participants were randomly assigned to the learn a list of words printed on either white paper with red ink or white paper with black ink. The number of words correctly recalled was recorded.
Researchers examined the influence of different types of rewards on creative expression. Children were given an art kit and asked to create a collage. Students were randomly assigned to one of three experimental conditions: monetary reward, toy reward, or control. Each collage was given points for use of color, originality, structure, and design. The total number of points was recorded.
One-way Between-Subjects Analysis of Variance
A study is done to determine whether dieting plus exercise is more effective for producing weight loss than dieting alone. Participants were matched on initial weight, initial level of exercise, age, and gender. One member of each pair was put on the diet for 2 months. The other member had the same diet but exercised moderately each week. The weight loss in pounds for the 2-month period was recorded.
Repeated Measures (correlated) t-test
Suppose a researcher studied men's shoe size and the mode of delivery of their first child. The researcher collected and classified shoe size data on 600 first-time fathers into three groups: large (size 10 and above), average (size 8 and 9), and small (size 7 and smaller).
Kruskal-Wallace H test
Suppose researchers conducted a study and ranked salespeople according to the number of automobiles they sold the past six months. The rankings of the top 20 salespeople were separated into two groups--those who valued time management and those who did not value time management.
Mann-Whitney U test
Degrees of freedom
A concept used in tests of statistical significance; the number of observations that are free to vary to produce a known outcome.
Random variability in a set of scores that is not the result of the independent variable. Statistically, the variability of each score from its group mean.
Statistics designed to determine whether results based on sample data are generalizable to a population.
The hypothesis, used for statistical purposes, that the variables under investigation are not related in the population, that any observed effect based on sample results is due to random error.
The hypothesis that the variables under investigation are related in the population—that the observed effect based on sample data is true in the population.
Rejection of the null hypothesis when an outcome has a low probability of occurrence (usually .05 or less) if, in fact, the null hypothesis is correct.
Variability in a set of scores that is the result of the independent variable; statistically, the variability of each group mean from the grand mean of all subjects.