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PHCM9795 - Foundations of Biostatistics (T2/25)

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Height was measured in two groups, and plotted using density plots and histograms:

Which of the following statements is true?

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A study was conducted in males who underwent prostatectomy for treatment of prostate cancer. A prostatectomy is a surgical procedure for the partial or complete removal of the prostate.

Data from 316 participants have been saved in the Datasets section of the course Sharepoint page as:

Assessment data > Quizzes > Quiz 1 > prostate.rds

The datasets contain the following variables:

  • age: participant age (years)
  • size: the size of the participant’s prostate (grams)
  • preop_psa: preoperative

    prostate specific antigen (PSA) (ng/mL)

  • time_to_recurrence: time to recurrence of prostate cancer, or

    withdrawal from the study, whichever came first (months)

Calculate the median and interquartile range time to recurrence.

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The 2016 National Drug Strategy Household Survey reports that 15.6% of Australians have used an illicit drug in the last year. If a researcher asks 10 randomly selected people about their use of illicit drugs, what is the probability that 5 or more report having used  illicit drugs in the past year?

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The Air Quality Index (AQI) is a measure of air pollution, combining measurements of ozone, carbon monoxide, sulfur dioxide, nitrogen dioxide, airborne particles and visibility into a single index. The AQI for 420 days measured in the Illawarra region, NSW was plotted and summarised below.

Figure: Density plot of Air Quality Index for Illawarra

 

 

Figure: Box plot of Air Quality Index for Illawarra

 

Descriptive statistics

Which of the following statements is correct?

Note: you are not required to have any context knowledge about the air quality index, apart from knowing it can take any value from 0 and above.

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A randomised controlled trial was undertaken in a primary care setting to assess whether offering nicotine replacement therapy (NRT) sample kits would be more effective than standard care for patients who wanted to quit smoking.

The following 2-by-2 table was produced in jamovi and R:

 

Which of the following statements is correct?

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A study investigated the length of stay in hospital (in days) for 202 people who had surgery at a hospital in Sydney.

The following summary statistics were computed.

  • Mean: 6.5 days
  • Median: 5 days
  • Minimum: 1 day
  • Maximum: 32 days
  • 1st Quartile: 2 days
  • 3rd Quartile: 9 days.
  • Standard deviation: 6.2 days

Based on these summary statistics, which of the following is correct?

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Suppose that in Winter, an estimated 5% of people in the community have a cold. What is the probability that in a lift full of 10 people, at least 1 person has a cold?

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A randomised controlled trial was undertaken to examine the

effect of exercise on overall mortality in people with resected colon cancer

who had completed chemotherapy. 445 participants were randomised to receive a

structured excercise program, and 444 received general health-education

materials. The results of the trial are given below:

To compare to proportion of deaths in the group receiving

the structured exercise program to those receiving the general health education

materials, which would you calculate?

 

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The weights of children who are five years old in a remote community are summarized in the following table.

Table: Weights of five-year old children

Weight (kg)Relative frequency (%)Cumulative relative

frequency (%)
<1688
16 to <182129
18 to <202655
20 to <221873
22 to <241285
24 to <261196
26 or greater4100

In which weight grouping does the median weight lie within?

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Data on systolic blood pressure, along with smoking status and weight status, were collected from a sample of 500 adults. The data have been saved in the Datasets section of the Teams Home Page as:

Assessment data > Quizzes > Quiz0 - Practice > bloodpressure.rds

The dataset contains the following three variables:

  • systolic_bp: Systolic blood pressure (mmHg)
  • smoke: 1=smoker or 0=non-smoker
  • overwt: 1=normal, 2=overweight, or 3=obese

What is the mean systolic blood pressure? Provide your answer with the appropriate number of decimal places for inclusion in a report to the Ministry of Health.

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