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Its all about you

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Fathom guide points out that the mp3 player exports data about music library. ... .com. Data Are Everywhere: Projects for Fathom, Finzer, Key Curriculum Press. ... – PowerPoint PPT presentation

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Title: Its all about you


1
Its all about you
  • Making statistics relevant to students

2
Statistics is the science of data
  • Data used to teach should be real to
  • Motivate
  • Engage
  • Show Statistics as relevant to every-day life
  • The key is to interest students

3
Two Approaches
  • Student gathered data (projects)
  • Previously collected data from real studies
    (often cleaned up a bit)

4
Making Real Data Useful
  • Bryce, Hoerl, Snee (BTF VII
  • data should be useful to students
  • (See http//www.icepick.com and Roberts, Seth,
    "Surprises From Self-Experimentation, Sleep,
    Mood, and Weight. Chance, v14, n2, 2001 for
    examples of ubiquitious and/or self-centered
    data.)

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6
Some student-centric approaches
  • Bryce, et. al. continuous improvement model
    teaches students to think of every day activities
    as statistical processes that can be improved by
    identifying and controlling sources of variation.
  • Projects given general guidelines to collect
    data, students will often, on their own, find
    data that is interesting

7
Student-centric data
  • The in-class survey. In addition to providing
    nice examples, students can learn about their
    class.
  • Data in every-day life. Fathom guide points
    out that the mp3 player exports data about music
    library. Can monitor budget, exercise, etc.

8
Self-assessment
  • What about self-help questionnaires that, at
    least in theory, tell us about ourselves?
  • Mahtash Esfandiari, UCLA, used a Conflict
    Resolution questionnaire in a freshman seminar to
    show how statistics can be used to teach us about
    ourselves

9
Teaching Statistics Assessment
  • Gives us insight into our own attitudes towards
    teaching Statistics (?)
  • Provokes conversation about how to teach
    Statistics
  • Illustrates a variety of statistical concepts

10
Directions
  • Answer with first instinct
  • Do you agree? 1 is Not At All. 5 is Very
    Much.
  • Place answer in first blank
  • Reverse appropriate scores in 2nd blank,
    carry over others into 2nd blank
  • Compute Totals

11
Distributions
  • Plot scores on constructs
  • Predict shapes
  • Which should be closest to normally distributed?
  • Does it matter how many people we have plotting?
  • What does spread tell us? Center?

12
UCLA Scores
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Outlier removed
18
Single linkage
19
Complete
20
average
21
References
  • Roberts, Seth, "Surprises From Self-Experimentatio
    n, Sleep, Mood, and Weight. Chance, v14, n2,
    2001.
  • G. Rex Bryce, Roger Hoerl, Ronald Snee, "A
    Statistical Thinking Approach to Introductory
    Statistics Theory and Practice.
    http//web.monroecc.edu/beyond/archive
  • www.icepick.com
  • Data Are Everywhere Projects for Fathom, Finzer,
    Key Curriculum Press.
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