Question

In: Statistics and Probability

Data was reported from a study of the effect of administration of hydroxychloroquine and remdisivir on...

Data was reported from a study of the effect of administration of hydroxychloroquine and remdisivir on survival for patients with COVID-19.

Test of Equality over strata

Test Chi - Sqaure DF Pr>
Chi-sqaure
Log Rank 2.788 1 0.095
Wilcoxon 3.306 1 0.069
-2Log(LR) 3.948 1 0.047

a) Use the above computer output. Test the hypothesis that the survival rates of patients with COVID-
19 are the same for patients administered with hydroxychloroquine and patients administered with
remdisivir using the log-rank test.
b) Since the primary interest is in detecting differences in survival rates between the two types of drugs
soon after the diagnosis of COVID-19, which is the more appropriate of the two tests listed? Give a
reason.

Solutions

Expert Solution

Result:

Data was reported from a study of the effect of administration of hydroxychloroquine and remdisivir on survival for patients with COVID-19.

Test of Equality over strata

Test

Chi - Sqaure

DF

Pr>
Chi-sqaure

Log Rank

2.788

1

0.095

Wilcoxon

3.306

1

0.069

-2Log(LR)

3.948

1

0.047

a) Use the above computer output. Test the hypothesis that the survival rates of patients with COVID-19 are the same for patients administered with hydroxychloroquine and patients administered with remdisivir using the log-rank test.

In log rank test p value 0.095 which is > 0.05 level of significance. Ho is not rejected.Test is not significant. Therefore survival rates of patients with COVID-19 are the same for patients administered with hydroxychloroquine and patients administered with remdisivir

b) Since the primary interest is in detecting differences in survival rates between the two types of drugs soon after the diagnosis of COVID-19, which is the more appropriate of the two tests listed? Give a reason.

Wilcoxon test is more appropriate here.Wilcoxon method gives more weight to deaths at early time points, which makes more sense in this case.The log-rank test gives equal weight to all time points.


Related Solutions

The following data are from a repeated-measures study examining the effect of a treatment by measuring...
The following data are from a repeated-measures study examining the effect of a treatment by measuring a group of n=5 participants before and after they receive the treatment. A.) calculate the difference scores and MD B.) compute SS, sample variance, and estimated standard error. C.) is there a significant treatment effect? Use Alpha=0.05 Participant Before Treatment After Treatment A 8 7 B 7 5 C 6 6 D 7 6 E 9 7
1. An article from an Environmental Engineering journal reported the results of a study on the...
1. An article from an Environmental Engineering journal reported the results of a study on the occurrence of sodium and chloride on the surface of water currents in Rhode Island. The following data presents the concentration of chloride designated ? (in milligrams per liter) and the taxiway area in the basin as ? (in percentage). ? 4.4 6.6 9.7 10.6 10.8 10.9 ? 0.19 0.15 0.57 0.70 0.67 0.63 ? 11.8 12.1 14.3 14.7 15.0 17.3 ? 0.47 0.70 0.60...
Here is a selection from an abstract of a recent study entitled “The effect of health...
Here is a selection from an abstract of a recent study entitled “The effect of health insurance coverage on the use of medical services” by Michael Anderson, Carlos Dobkin, and Tal Gross (2010). NBER Working paper No. 15823. Substantial uncertainty exists regarding the causal effect of health insurance on the utilization of care. Most studies cannot determine whether the large differences in healthcare utilization between the insured and the uninsured are due to insurance status or to other unobserved differences...
Which of the following would be considered a net loss during administration and be reported on...
Which of the following would be considered a net loss during administration and be reported on Schedule L? A house fire that occurred prior to the decedent's death. A theft that occurred during the settlement of the estate that is reimbursed by insurance. Storm damage on the decedent's residence that occurred during the settlement of the estate that is not reimbursed by insurance. Both B and C.
Install the `babynames` package with `install.packages()`. This package includes data from the Social Security Administration about...
Install the `babynames` package with `install.packages()`. This package includes data from the Social Security Administration about American baby names over a wide range of years. Generate a plot of the reported proportion of babies born with the name Angelica over time. Do you notice anything odd about the plotted data? (Hint: you should) If so, describe the issue and generate a new plot that adjusts for this problem. Make sure you show both plots along with all code that was...
A sample of 15 patients suffering from asthma participated in an experiment to study the effect...
A sample of 15 patients suffering from asthma participated in an experiment to study the effect of a new treatment on pulmonary function. Among the various measurements recorded were those are forced expiratory volume (liters) in 1 second (FEV1) before and after application of the treatment. Suppose the researcher would like to test if the treatment is effective in increasing the FEV1. Please clearly state the hypotheses, carry out the test and state your conclusion for the tests listed below....
A study investigated the effect of nursing intervention on maternal attachment in mothers separated from their...
A study investigated the effect of nursing intervention on maternal attachment in mothers separated from their newborn infants for at least 24 hours after birth. The table below shows the maternal attachment scores before and after the nursing intervention for 10 mothers who were separated after delivery from their newborn infants. Do the data provide evidence that the intervention was effective in increasing maternal attachment? Patient ID Before Intervention After Intervention Difference (After-Before) 1 23 25 2 10 23 3...
The U.S. Energy Information Administration (US EIA) reported that the average price for a gallon of...
The U.S. Energy Information Administration (US EIA) reported that the average price for a gallon of regular gasoline is $3.98 The US EIA updates its estimates of average gas prices on a weekly basis. Assume the standard deviation is $.24 for the price of a gallon of regular gasoline and recommend the appropriate sample size for the US EIA to use if they wish to report each of the following margins of error at 95% confidence. Round up to the...
The U.S. Energy Information Administration (US EIA) reported that the average price for a gallon of...
The U.S. Energy Information Administration (US EIA) reported that the average price for a gallon of regular gasoline is $3.95. The US EIA updates its estimates of average gas prices on a weekly basis. Assume the standard deviation is $.24 for the price of a gallon of regular gasoline and recommend the appropriate sample size for the US EIA to use if they wish to report each of the following margins of error at 95% confidence. Round up to the...
?   5. The San Jose Mercury News reported that the current Administration is expected to suspend...
?   5. The San Jose Mercury News reported that the current Administration is expected to suspend H-1B visas for highly skilled workers, among others, until the end of 2020. This program allows firms to hire up to 85,000 highly skilled foreign professionals each year (SJMN 6\24\20). Please discuss the potential costs and benefits of this policy. 6. What is a ‘right-to-work’ law, in theory?   7. What has happened to union membership in this country since 1960? Why? What are some...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT