Statistics: Uncertainty vs Variability
7 Questions
0 Views

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 the main cause of epistemic uncertainties?

  • Experimental errors
  • Physical phenomena
  • Assumptions about beam deflections
  • Incomplete understanding of reality (correct)
  • Why must assumptions be made for the simplicity of understanding some physical phenomena?

  • To capture what is actually happening in reality (correct)
  • To avoid experimentation
  • To complicate the understanding
  • To reduce uncertainties
  • What is an example of occurrence of epistemic uncertainty mentioned in the text?

  • Materials being perfectly elastic at all stress levels
  • Applying large magnitudes of load on beams
  • Experimental observations matching calculated values
  • Determination of beam deflections (correct)
  • What is the main difference between uncertainty and variability?

    <p>Uncertainty is derived from theoretical information, while variability is derived from data extracted from observations.</p> Signup and view all the answers

    What are the sources of uncertainty classified into?

    <p>Aleatory uncertainty and epistemic uncertainty</p> Signup and view all the answers

    When does variability occur?

    <p>When the quantity is measured at multiple instances and there are considerable differences between the measurement trials</p> Signup and view all the answers

    What does aleatory uncertainty arise from?

    <p>Natural randomness</p> Signup and view all the answers

    More Like This

    Statistics: Lesson 3
    24 questions

    Statistics: Lesson 3

    StunningHedgehog avatar
    StunningHedgehog
    Statistics: Foundation of Data Analysis Quiz
    12 questions
    Statistics and Uncertainty
    10 questions

    Statistics and Uncertainty

    TopNotchWalnutTree avatar
    TopNotchWalnutTree
    Use Quizgecko on...
    Browser
    Browser