Fitting Models to Data Nancy Norem Powell. Math Modeling A basic premise of science is that much of the physical world can be described mathematically.

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Presentation transcript:

Fitting Models to Data Nancy Norem Powell

Math Modeling A basic premise of science is that much of the physical world can be described mathematically and that many physical phenomena are predictable. This was part of the scientific revolution that took place in Europe during the late 1500’s.

Skittles? Modeling? Interestingly enough, we can simulate population with skittles. You’re asking how? Let’s do an experiment…. Population Growth

Equipment needed Don’t eat the skittles! Each group needs 2 paper plates Cup of skittles 2 pieces of paper Pencil Graphing calculator

Let’s get started Population Growth 1.On one sheet of paper, Label it Population Growth and make two columns. Trial # # of skittles on the plate 01 2.Take out one skittle and put it on one of your paper plates – one side has an “S” on it and the other doesn’t. If your skittle does not have an “S” on it, put it back in the cup and find another one with an “S” on it. Don’t eat the skittles!

3.Place the other paper plate on top and gently shake the plates. 4.Remove the top plate. If you see an “S” showing on the skittle, add 1 skittle. Record how many skittles are on your plate after you’ve finished your first trial. 5.Place the paper plate back on top and gently shake the plates with the skittles again. Don’t eat the skittles!

6.Remove the top plate. Count how many “S” are showing. Add 1 skittle for each “S” showing. Record how many skittles are now on your plate. 7.Repeat this until all of your skittles are out of the cup. 8.If you run out of skittles to add to your plate, record the number of skittles that SHOULD have been there if you had enough. Don’t eat the skittles!

Do you want to eat the Skittles? DECAY Trial ## of skittles on your plate 1.On your second sheet of paper, label it DECAY and make two more columns. Trial ## of skittles on your plate 1 (count the number on your plate and record it here!) 2.Put the 2 nd paper plate on top and shake the skittles gently. 3.If the “S” is showing, take it off the plate and count them as you take them off. Record how many skittles are LEFT ON THE PLATE! Follow these directions!

Okay… 4.Divide the skittles that you took off the plate between your group members and EAT them. 5.Again, put the 2 nd paper plate on top and shake the skittles gently. 6.If the “S” is showing, continue taking them off the plate, record how many skittles are LEFT ON THE PLATE and eat the skittles!

Find a model When you have one skittle left or you take your last skittle off the plate, stop. fit models to your data Now it’s time to fit models to your data. ScatterplotEach of you should take a set of data and create a Scatterplot on your graphing calculator. Look at its shape. You may need to reference your basic graphs to identify your models’ functions. Population GrowthDecayFind a model for each experiment – one for Population Growth and one for Decay.

Was this a Sweet Experiment or What? Post your models on the board when you find them. Be prepared to explain what the equation is telling you! What does each number in the equation tell you about your experiment?

Picture from: Scatterplot and regression instructions available at: