To define: Random shotgun sequencing, bioinformatics, and proteomics.
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A: As per bartleby guidelines we can solve only first three subparts and rest can be reposted
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A: Please find the solution below. Thank you.
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Q: one way anova
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A: Given : For method 1 given data : 8.8,9.6,8.4,9.0,8.3,9.2,9.0,8.7,8.5,9.4
Q: None
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A: 1). Since the population standard deviations are unknown and sample sizes are small, the normal…
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- Approximately 1% of the US population currently have active coronavirus. According to Johns Hopkins, a particular type of COVID test (RT-PCR), has a false negative rate of 20%. That is, if a person has COVID, and takes this test, there is a 20% chance of testing negative. The false positive rate is about 1% (more recent COVID tests have a false positive rates around .4%). That means that about 1% of people who don’t have COVID will nonetheless test positive. Consider the following two-way table for 1000 randomly selected people who were tested for COVID using (RT-PCR). Positive test Negative test Total Has COVID 8 2 10 No COVID 10 980 990 Total 18 982 1000 What is the probability of choosing someone who tested positive? What is the probability of choosing someone who has COVID? What is the probability of choosing someone who Doesn’t have COVID andtested positive? What is the probability of choosing someone with COVID given that they…What is the significance OF REPLICATION?A pharmaceutical company has developed a new drug aimed at reducing the number of people affected by a particular disease. The current existing drug available on the market has a cure rate of 60%. However, before the pharmaceutical company can put the new drug on the market, the authorities need to be convinced that it is safe and more effective than the existing one. A trial is then set up. The new drug is given to 280 randomly selected patients who suffer from this disease. After the treatment, 196 people are cured. a) Is the new medicine more effective than the traditional one? Comment on your results. As a control group, 140 new patients who suffer from the same disease are selected at random but the patients in that group are given only (without knowing) vitamin C. After this “treatment” 70 people are cured. b) Is the vitamin worse than the traditional medicine in curing the disease? Comment on your results. c) On the basis of the evidence in part a) and part b) should the…
- Bicycle frames can be made from carbon, steel, or othermaterials. Carbon frames are much more expensive thansteel, but they are also much lighter. Could this lighter frame have a significant impact on speed? In 2010 a doc-tor in England, who commutes daily to work 27 miles roundtrip on a bicycle, ran his own randomized experi-ment to investigate. Each day for several months Dr. Groves flipped a coin todetermine whether he would ride his steel frame bicycle orhis carbon frame bicycle to work and back. He rode a totalof 30 journeys on the steel frame bike and 26 journeys onhis carbon frame bicycle, recording his total commutingtime for each day. The summary statistics are shown below:a) Why would you prefer to see the actual data beforeproceeding with inference?b) Construct and interpret a 95% confidence interval forthe difference in average commuting times.c) Explain in this context what “95% confidence”means.d) Based on your confidence interval, do the doctor’sdata provide evidence…Describe briefly the concepts of Completely Randomized Design (CRD) as they apply to agricultural experiments.3) Suppose you wish to perform model selection in multiple regression, but your statistical program can only fit individual multiple regression models, and does not do best subset selection, stepwise selection, or backward selection. Which of these three model selection procedures will be easiest to implement by fitting a series of individual multiple regression models? Briefly explain how you would implement one of these three model selection procedures by fitting individual multiple regression models.
- Trematodes of the species Euhaplorchis californiensis may infect the California kill fish, Fundulus parvipinnis. Researchers have observed that infected fish spend excessive time near the water surface, where they may be more vulnerable to bird predation. Researchers set up an experiment in a large outdoor tank that stocked with three kinds of killifish, uninfected, lightly infected, and highly infected, and recorded the number of fish that is eaten by birds. State the null and alternative hypothesisA low-level CDC bureaucrat wants to please his boss by gathering evidence that the current government mandated shut down of society is not causing people's mental health to deteriorate, so that it can safely be continued for several years if the expert says is necessary. He pulls a random sample of 1600 citizens, Gathering data on such items as income loss, weight gain, access to toilet paper, our spent binge watching Netflix, and number of injuries caused by household fight, and compiles all this into a significantly-weighted "misery index". The mean misery index from the sample is 99.2; it seems reasonable to use a population standard deviation o=19.1. A. Does this information provide significant evidence (at the 5% level) that the Nationwide mean misery index is less than 100? Set up appropriate null and alternative hypothesis, calculate the appropriate test statistic, find the p-value, and state your conclusion.An army that overhauls ground mobile radar systems is interested in improving its processes. One problem involves troubleshooting a particular component that has a high failure rate after it has been repaired and reinstalled in the system. The shop floor supervisor believes that having standard work procedures in place will reduce the time required for troubleshooting this component. Time (in minutes) required troubleshooting this component without and with the standard work procedure is recorded for a sample of 19 employess. In order to determine if having a standard work procedure in place reduces troubleshooting time, they should use: a test of two proportions a two-tailed test of two independent means. a one-tailed test of two indepedent means. a two-tailed paired t-test. a one-tailed paired t-test
- As products come off a large assembly line, they are inspected for quality. They are placed into one of three categories: pass, fail, or need additional inspection. The manager claims that 80% of the products pass the inspection, 5% fail, and 15% need additional inspection. In an effort to increase the passing rate, the machines are recalibrated. After this recalibration, a random sample of 100 products is selected. It is discovered that 85 passed inspection, 2 failed, and 13 needed additional inspection. The manager would like to know if there is convincing evidence that the distribution has changed. What is the value of the chi-square test statistic and P-value? Find the chi-square table here. χ2 = 2.38, P-value is less than 0.0005 χ2 = 2.38, P-value is greater than 0.25 χ2 = 5.10, P-value is less than 0.0005 χ2 = 5.10, P-value is greater than 0.25When a company , while doing research tries to look at 2 or more treatments simultaneously , the type of experimental design is a. Factorial design b. Randomised Block design c. Completely randomized block design d. Latin square designAccording to the CDC, as of MAY 2021, it is suspected that 2% of the US population currently have active coronavirus. According to Johns Hopkins, a particular type of COVID test (RT-PCR), has a false negative rate of 20%. That is, if a person has COVID, and takes this test, there is a 20% chance of testing negative. The false positive rate is about 5%. That means that about 5% of people who don't have COVID will nonetheless test positive. Consider the following two-way table for 10,000 randomly selected people who were tested for COVID using (RT-PCR). Positive test Negative test Total Has COVID A 40 200 No COVID 490 B 9800 Total 10000 1. fill in the missing values in the table. A • B • C • D 2. What is the probability of choosing someone who tested positive? 3. What is the probability of choosing someone who has COVID? 4. What is the probability of choosing someone who does not have COVID and tested positive? 5. What is the probability of choosing someone with COVID given that they…
