Question

In: Statistics and Probability

Q1 A researcher recorded the scores of 20 students in a written examination, trained in different...

Q1 A researcher recorded the scores of 20 students in a written examination, trained in different methods, as shown below.

The data is arranged according to the training method used

TRAINING METHOD SCORES

Video Cassette 74 88 82 93 55 70

Audio Cassette 78 80 65 57 89

Classroom 68 83 50 91 84 77 94 81 92

  1. Formulate and test the hypotheses to determine whether the examination scores among the 3 methods above are significantly different at 5% significance level

B Assume that you are carrying out a research at a university with 2000 students. How large a sample should you get to estimate the proportion of students who smoke to within a margin of error of ±5%, using any formulae. 10 marks

Solutions

Expert Solution

Anova: Single Factor
SUMMARY
Groups Count Sum Average Variance
Video Cassette 6 462 77 188.8
Audio Cassette 5 369 73.8 161.7
Classroom 9 720 80 192.5
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 126.15 2 63.075 0.342492 0.714786 3.591531
Within Groups 3130.8 17 184.1647
Total 3256.95 19

Since P-value=0.714786>0.05 so we fail to reject H0 at 5% level of significance and there is insufficient evidence to conclude that the examination scores among the 3 methods are significantly different at 5% significance level.

B.


Related Solutions

A standardized examination was given to the individuals who are trained at two different centres to...
A standardized examination was given to the individuals who are trained at two different centres to evaluate the difference in education quality between them. Let µ1 =The mean examination score for the population of individuals trained at center A µ2 =The mean examination score for the population of individuals trained at center B                                           A                                                         B Sample Size                        30                                                        40 Sample Mean                      82                                                        78 Standard deviation              10                                                        10 (Based on previous studies) Can we conclude using a = .05...
Below you are given the examination scores of 20 students. 52 99 92 86 84 63...
Below you are given the examination scores of 20 students. 52 99 92 86 84 63 72 76 95 88 92 58 65 79 80 90 75 74 56 99 a). How many classes would you recommend? b). What class interval would you suggest? c). Develop a relative frequency distribution d). Develop a cumulative frequency distribution
Researchers wanted to compare the GRE scores of the students who were trained in an academy...
Researchers wanted to compare the GRE scores of the students who were trained in an academy and the students who didn't receive any training. One group of 80 students, who had the training, had a mean score of 315. Another group of 120students, who had no training, had a mean score of 305. Assume the population standard deviations for the scores for the students who take the training and the students who don't take the training are 25 and 20,...
A researcher believes that college students today have different IQ scores than in previous years. To...
A researcher believes that college students today have different IQ scores than in previous years. To investigate this belief, he randomly samples 41 currently enrolled students and records their IQ scores. The scores have a mean of 111 and a standard deviation of 12.4. A local census taken 10 years ago shows that the mean IQ of students enrolled during that time was 115. The degrees of freedom for this sample is                           ...
The composite scores of individual students on the ACT college entrance examination in 2009 followed a...
The composite scores of individual students on the ACT college entrance examination in 2009 followed a normal distribution with mean 21.1 and standard deviation 5.1. What is the probability that a single student randomly chosen from all those taking the test scores 23 or higher? P( X >__?__ ) = P(z >__?__ ) = ____?__ What is the probability that a simple random sample of 50 students chosen from all those taking the test has an average score of 23...
The following data are scores on a standardized statistics examination for independent random samples of students...
The following data are scores on a standardized statistics examination for independent random samples of students from two small liberal arts colleges. College A: 78, 84, 81, 78, 76, 83, 79, 75, 85, 81 College B: 89, 78, 83, 85, 87, 78, 85, 94, 88, 87 Calculate the sample variance (or standard deviation) for each college. For the test of homogeneity, Ho: σ²A = σ²B Ha: σ²A ≠ σ²B calculate the test statistic F'. For α = 0.05, specify the...
he scores of students on the ACT (American College Testing) college entrance examination in a recent...
he scores of students on the ACT (American College Testing) college entrance examination in a recent year had the normal distribution with mean μ = 18 and standard deviation σ = 6. 100 students are randomly selected from all who took the test. a. What is the probability that the mean score for the 100 students is between 17 and 19 (including 17 and 19)? b. A student is eligible for an honor program if his/her score is higher than...
The scores of students on the ACT (American College Testing)college entrance examination in a recent year...
The scores of students on the ACT (American College Testing)college entrance examination in a recent year had the normal distribution with meanμ= 18 and standard deviationσ= 6. 100 students are randomly selected from all who took the test a.What is the probability that the mean score for the 100 students is between 17and 19 (including 17 and 19)? b.A student is eligible for an honor program if his/her score is higher than 25.Find an approximation to the probability that at...
Below are the final exam scores of 20 Introductory Statistics students.
Below are the final exam scores of 20 Introductory Statistics students. Student 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 Score 71 76 77 77 79 80 80 80 81 81 84 84 85 86 86 86 86 87 89 93 The mean exam score is 82.4 with a standard deviation of 5.14. 1. How many of the exam scores in the sample are within one standard deviation...
the mean final examination scores for students taking SM2703 is 30 marks (out f 50 marks)...
the mean final examination scores for students taking SM2703 is 30 marks (out f 50 marks) with standard deviation of 6 marks. Assume that the final scores are approximately normal. Two random samples were taken randomly consisting of 32 and 50 students respectively. What is the probability that: a) The mean final examination scores will differ by more than 3 marks? b) Mean final examination scores from group 1 is larger than group 2? vv
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT