Randomized Trials: Sample Size and Distribution Comparison

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson

Questions and Answers

What is a key concept in the context of randomized trials?

  • Marked improvement in sheep
  • Color of the beads
  • Sample size (correct)
  • Distribution of beads in jars

What is the main concern when conducting trials of new agents?

  • Sample size estimation (correct)
  • Color of the beads
  • Distribution of beads in jars
  • Marked improvement in sheep

What is the rationale for requiring the registration of new randomized trials in advance?

  • To calculate efficacy in a randomized trial
  • To define the four major phases of randomized trials
  • To draw meaningful conclusions about the study population (correct)
  • To discuss the distribution of beads in jars

What is a common mistake made by investigators conducting studies?

<p>Not estimating the required sample size before the study (D)</p> Signup and view all the answers

What are the four major phases of randomized trials used by the US Food and Drug Administration for evaluating new drugs?

<p>Not mentioned in the text (D)</p> Signup and view all the answers

What is the main objective of the sample size discussion in the given text?

<p>To ascertain if the distribution of beads by color differs in jars A and B (A)</p> Signup and view all the answers

What is the purpose of taking a sample of 10 beads from each jar?

<p>To reach a conclusion about the color distribution of all 100 beads in each jar (A)</p> Signup and view all the answers

Why is it not possible to conclude that 90% of the beads in jar A are blue and 10% are white based on the 10-bead sample?

<p>Because it is highly unlikely that the sample represents the entire jar accurately (A)</p> Signup and view all the answers

What is a plausible reason for not being able to conclude that 20% of the beads in jar B are blue and 80% are white?

<p>The 10-bead sample was not taken accurately (A)</p> Signup and view all the answers

Why is it significant to consider additional samples when drawing conclusions about the color distribution of beads in jars A and B?

<p>To reduce the impact of random chance and improve accuracy (B)</p> Signup and view all the answers

What is the term used to describe the probability of correctly identifying a difference between therapies if in reality they are different?

<p>Power (A)</p> Signup and view all the answers

Which term designates the probability of making a type II error?

<p>Beta (B)</p> Signup and view all the answers

What does the 1 - beta represent in the context of the study's decision-making process?

<p>Power (B)</p> Signup and view all the answers

In the context of the study, what is the significance of beta?

<p>Probability of making a type II error (A)</p> Signup and view all the answers

What is the term used to describe the probability of concluding, in error, that the therapies do not differ?

<p>Type I error (B)</p> Signup and view all the answers

What does the total of all probabilities equal in the given context?

<p>$1 - \beta$ (B)</p> Signup and view all the answers

What is the probability that we will correctly decide on the basis of our study that the therapies differ if there is a difference?

<p>$1 - \beta$ (D)</p> Signup and view all the answers

What does the term 'power' tell us about the study?

<p>How likely our study is to miss a difference if one exists (D)</p> Signup and view all the answers

In the context of this study, what does alpha represent?

<p>Probability of making a type I error (A)</p> Signup and view all the answers

Flashcards are hidden until you start studying

More Like This

Use Quizgecko on...
Browser
Browser