Distribution of data (e.g. normal distribution, or bell-shaped
curve)
Using randomness to our advantage: answering sensitive questions
(one- and two-toss methods -- lying to protect anonymity).
Elections
Plurality versus majority
Different voting schemes give different results
All reasonable sounding voting methods are "bad" in some way: only
the dictatorship satisfies very reasonable sounding properties, which
means that the others fail to satisfy at least one!
Don't let someone get the lay of the land and then propose the
voting scheme.
Our "democracy": How the Electoral college works
Dynamics
Simple rules and Iterations may lead to complicated dynamics; as
Dr. Cushing said, the "surprising consequences of simple rules"
He also asserted that "tipping points" (the points -- bifurcations
-- where a system
changes dramatically and quickly) are more common than we think.
Chaos: sensitive dependence on initial conditions.
Deterministic versus stochastic: without noise versus
with noise (randomness)
Equilibria, steady growth, oscillation, chaos: lots of types of
dynamics are possible.
Lying with Graphs
Tufte's rule: simple design, intense content.
Alternatively, he says maximize your content to ink ratio.
Watch the scales (several different things can go wrong)
Watch for elements that are there to sway your emotions. Are you
being manipulated?
Using dimension to lie with graphs (if the graphic is of dollar
bills, is it a one-dimensional length or the two-dimensional area
that's the focus?)
What is "chart junk"? While it may be hard to define, do you know
it when you see it?
Which type of graphic best suits the purpose?
Fractals
Simple rules lead to complicated pictures.
"Worlds within worlds" (self-similarity).
Nature must use the principles behind fractals, as evidenced by
broccoli, coastlines, or ferns.
Do it once; then do it again! We made fractals starting from a
single straight line segment, or by dividing up geometric figures
(e.g. squares or triangles), or even donuts!
The collage-making process, and fractal dust.
The chaos game.
Financial Math
Compound interest problems
How do Mortgages work?
What is inflation? How does it impact your money?
Now: I hope that this course has opened your eyes to the mathematics that
is truly all around you.
I'll be testing this hope via your "show-n-tell" projects. By the
way, those projects are potential final exam questions, so you need to
be here for them. I'll ask a few short questions about selected ones.
Website maintained by Andy Long.
Comments appreciated.