Question
1. Recent results suggest that families in City A spend more time together compared to the general population. To investigate this claim, a researcher obtains
1. Recent results suggest that families in City A spend more time together compared to the general population. To investigate this claim, a researcher obtains a random sample of N = 25 families from City A and asks them to keep a daily record of their time spent with family members over one month. The average number of hours spent with family per day (in City A) is 4 hours. It is known that the average time for the general population is 3.6 hours, with = 1.
(a) Compute a 95% confidence interval for , the population mean for families in City A.
(b) Perform a hypothesis test to decide whether families in City A spend more time together than families in the general population.
2. A researcher wants to know if drinking coffee increases IQ scores. A sample of N = 16 individuals drink 2 cups of coffee a day for one month, after which they are given a standardized IQ test. The average IQ score for the sample is 121. For the general population, the distribution of IQ scores is normal with a mean of 100 and = 15.
(a)Compute a 95% confidence interval for , the population mean IQ score for the coffee drinking population.
(b) Perform a hypothesis test to decide whether coffee drinkers have higher IQs than the general population.
3. A sample of N = 5 individuals is selected from a population with a mean of 74. A treatment is administered to the individuals in the sample and, after treatment, the sample has a mean of X = 65.6 and SS = 71.2.
(a) Compute a 95% confidence interval for , the population mean for the treatment
(b) Perform a hypothesis test to decide whether the population mean of the treatment group is significantly larger than the mean of the general population.
4. A sample of N = 16 individuals participates in a repeated measures study that produces a sample mean difference of 3 with SS = 160 for the difference scores. Perform a hypothesis test to decide whether this mean difference is large enough to be considered significantly different from zero.
5. A researcher would like to test the efficacy of a drug designed to improve memory performance. A sample of 30 individuals is obtained. Half of the participants is given the drug and the other half is given a placebo. The researcher records the number of details each participant is able to recall from a text passage and obtained the following data.
Drug No Drug
N1 = 15 N2 = 15
X1 = 30 X2 = 22
SS1 = 680 SS2 = 600
(a) Compute a 95% confidence interval for 1 2, the population mean difference in memory performance.
(b) Compute an appropriate effect size (e.g., Cohen's d) for the effect the memory drug.
(c) Perform a hypothesis test to decide whether the population mean memory performance for the treatment population is significantly better compared to the non-treatment population.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started