An experiment was conducted to test the effect of a new drug on a viral infection. After the infection was induced in 100 mice, the mice were randomly split into two groups of 50. The first group, the control group, received no treatment for the infection, and the second group received the drug. After a 30-day period, the proportions of survivors, p?1 and p?2, in the two groups were found to be 0.32 and 0.60, respectively.
(a) Is there sufficient evidence to indicate that the drug is
effective in treating the viral infection? Use ? =
0.05.
State the null and alternative hypotheses.
H0: (p1 ? p2) ? 0 versus Ha: (p1 ? p2) = 0H0: (p1 ? p2) = 0 versus Ha: (p1 ? p2) ? 0 H0: (p1 ? p2) = 0 versus Ha: (p1 ? p2) > 0H0: (p1 ? p2) = 0 versus Ha: (p1 ? p2) < 0H0: (p1 ? p2) < 0 versus Ha: (p1 ? p2) > 0
Find the test statistic and rejection region. (Round your answers
to two decimal places. If the test is one-tailed, enter NONE for
the unused region.)
| test statistic | z = |
| rejection region | z > |
| z < |
State your conclusion.
H0 is rejected. There is sufficient evidence to indicate that the drug is effective in treating the viral infection.H0 is not rejected. There is insufficient evidence to indicate that the drug is effective in treating the viral infection. H0 is not rejected. There is sufficient evidence to indicate that the drug is effective in treating the viral infection.H0 is rejected. There is insufficient evidence to indicate that the drug is effective in treating the viral infection.
(b) Use a 95% confidence interval to estimate the actual difference
(p1 ? p2) in the survival
rates for the treated versus the control groups. (Round your
answers to two decimal places.)
to
In: Statistics and Probability
In: Statistics and Probability
An experiment was conducted to test the effect of a new drug on a viral infection. After the infection was induced in 100 mice, the mice were randomly split into two groups of 50. The first group, the control group, received no treatment for the infection, and the second group received the drug. After a 30-day period, the proportions of survivors, p?1 and p?2, in the two groups were found to be 0.36 and 0.64, respectively.
(a) Is there sufficient evidence to indicate that the drug is effective in treating the viral infection? Use ? = 0.05.
State the null and alternative hypotheses.
H0: (p1 ? p2) < 0 versus Ha: (p1 ? p2) > 0
H0: (p1 ? p2) = 0 versus Ha: (p1 ? p2) < 0
H0: (p1 ? p2) ? 0 versus Ha: (p1 ? p2) = 0
H0: (p1 ? p2) = 0 versus Ha: (p1 ? p2) ? 0
H0: (p1 ? p2) = 0 versus Ha: (p1 ? p2) > 0
Find the test statistic and rejection region. (Round your answers to two decimal places. If the test is one-tailed, enter NONE for the unused region.)
test statistic: z =
rejection region: z >, z <
State your conclusion.
H0 is not rejected. There is insufficient evidence to indicate that the drug is effective in treating the viral infection.
H0 is rejected. There is sufficient evidence to indicate that the drug is effective in treating the viral infection.
H0 is not rejected. There is sufficient evidence to indicate that the drug is effective in treating the viral infection.
H0 is rejected. There is insufficient evidence to indicate that the drug is effective in treating the viral infection.
(b) Use a 95% confidence interval to estimate the actual difference (p1 ? p2) in the survival rates for the treated versus the control groups. (Round your answers to two decimal places.)
_____ to _____
You may need to use the appropriate appendix table or technology to answer this question.
In: Statistics and Probability
Density of plastic
Your challenge in this experiment is to determine the density of
a mystery plastic, using two different step-by-step procedures. For
sufficient error analysis, each method should be completed at least
twice (e.g., Method A: Trial #1 & Trial #2; Method B: Trial #1
& Trial #2).
The plastic is in the form of small (~1 cm), irregularly shaped
pieces. You will have access to several pieces of the plastic. The
irregular shapes mean that it will not be possible to calculate the
volume of the pieces by measuring their dimensions. In addition to
the normal chemistry laboratory equipment and water, there will be
methanol and ethylene glycol available in the lab this week.
My question is
Write two detailed, step-by-step procedures that use different ways to determine the density of the plastic.
In: Chemistry
In a hurry to complete the experiment, Joseph failed to calibrate the spectrophotometer. As a result, all absorbance values for the standard solutions that are measured and recorded are too high. How will this affect the following for the Test Solutions in Parts B and C? a: will the equilibrium concentrations of FeNCS2+ be too high, too low, or unaffected? Explain b: Will the equilibrium concentrations of Fe3+ be too high, too low, or unaffected? Explain. c: Will the calculated equilibrium constants be too high, too low, or unaffected? Explain
In: Chemistry
An Excel ANOVA table that summarizes the results of an experiment to assess the effects of ambient noise level and plant location on worker productivity.
|
Source of Variation |
SS |
df |
MS |
F |
P-value |
F crit |
||||||||||||||||||
|
Plant location |
3.0075 |
3 |
1.0025 |
2.561 |
0.1199 |
3.862 |
||||||||||||||||||
|
Noise level |
8.4075 |
3 |
2.8025 |
7.160 |
0.0093 |
3.863 |
||||||||||||||||||
|
Error |
3.5225 |
9 |
0.3914 |
|||||||||||||||||||||
|
Total |
14.9375 |
|||||||||||||||||||||||
In: Statistics and Probability
An experiment was conducted to test the effect of a new drug on a viral infection. After the infection was induced in 100 mice, the mice were randomly split into two groups of 50. The first group, the control group, received no treatment for the infection, and the second group received the drug. After a 30-day period, the proportions of survivors, p̂1 and p̂2, in the two groups were found to be 0.38 and 0.62, respectively.
(a) Find the test statistic and rejection region. (Round your answers to two decimal places. If the test is one-tailed, enter NONE for the unused region.)
(b) Use a 95% confidence interval to estimate the actual difference (p1 − p2) in the survival rates for the treated versus the control groups. (Round your answers to two decimal places.)
In: Statistics and Probability
An experiment was conducted for better understanding of the effectiveness of a particular type of drug for reducing bad cholesterol (LDL) level. The purpose of the experiment was to determine whether different dosages used have significant different outcomes in average LDL reduction. Twenty subjects with LDL at around 250 to 300 mg/dL had participated in the study and were randomly divided into four groups. Each group was given a specific level of dosage of the drug each day for one month, with a control group that only provided with placebo. The reduction in LDL was recorded and showed in the following table. Positive number indicates reduction and negative numbers indicates increasing in DLD. Use statistical software to analyze the data and answer the following question.
|
Control |
Light Dosage Level |
Medium Dosage Level |
Heavy Dosage Level |
|
7 |
25 |
73 |
81 |
|
−3 |
17 |
60 |
71 |
|
6 |
22 |
55 |
79 |
|
5 |
21 |
41 |
60 |
|
15 |
12 |
36 |
85 |
Perform a One-way ANOVA test to see if there is significant difference between the outcomes from the four treatment groups, at 5% level of significance, by answering the following questions.
Null hypothesis:
Alternative hypothesis:
Report p-value and use it to draw the conclusion:
[Paste software output here!]
In: Statistics and Probability
In a laboratory experiment to investigate the effect of sewage effluent on the fecundity of freshwater shrimps (Gammarus pulex) a number of populations of shrimps were placed into large vessels with different concentrations of organic matter. Females from each vessel were then dissected to see how many eggs they were carrying.
|
Organic matter (g /l) |
0.5 |
1.0 |
1.5 |
2.0 |
2.5 |
3.0 |
3.5 |
4.0 |
4.5 |
5.0 |
|
Mean fecundity |
45 |
40 |
36 |
29 |
27 |
20 |
15 |
10 |
10 |
8 |
(i) Plot a graph of the relationship using R/SPSS. Obtain estimates of the slope and intercept of the line of best fit through the data and predict the mean fecundity of Gammarus when reared with 3.2 g/l organic matter.
(ii) Test the NH that there is no underlying linear relationship (i.e. zero slope at population level) between fecundity and organic matter. Visually examine the distribution of residuals and comment on whether the assumptions of the test appear valid. What is the estimated variance (i.e. the estimated “error”) of residuals around the fitted line?
In: Statistics and Probability
An experiment was performed to determine the effect of four different chemicals on the strength of a fabric. These chemicals are used as part of the permanent press finishing process. Five fabric samples were selected, and a randomized complete block design was run by testing each chemical type once in random order on each fabric sample. The data are shown in Table below. test for differences in means using an ANOVA with α=0.01 Fabric Sample Chemical Type 1 2 3 4 5 1 1.3 1.6 0.5 1.2 1.1 2 2.2 2.4 0.4 2.0 1.8 3 1.8 1.7 0.6 1.5 1.3 4 3.9 4.4 2.0 4.1 3.4
In: Statistics and Probability