Standard deviation (goes with mean)
Variance s2: (almost) average
of squared deviations from the mean.
(Divide by (n-1)
"degrees of freedom")
s : Standard deviation is the square
root of the variance.
Computation: I will require you to know how to do it by hand for
4 or 5 observations(see p. 39 for pattern).
Physics: angular momemtum (spinning ice skater)
Not so weird: High school geometry?
Remember Pythagorean theorem: c2
=
a2 + b2:
hypotenuse of right triangle is also square root of a sum of squares.
Very
sensitive to outliers (squared deviations do it)
Mean/standard deviation
pair useful for symmetric, unimodal (one-humped), no outliers. ("Normal"
dist.)
Start here Monday:
Changing units: Not in Moore.
( + ) Measures of middle should shift
along with the raw data. Measures of spread are unaffected by +
( x ) Measures of middle and of
spread should stretch or shrink along with raw data
(We assume we only multiply by positive numbers.)
Alias/alibi: When you change units of measurement for
all your data values, you can think of the result 2 different ways:
Alias (other name): The data distribution
sits still. You have just changed the ruler stick you measure by.
(in/cm ruler. Thermometer)
Alibi (other place) : The ruler stick stays
the same, and the data distribution with new values moves to the new location.
Activstats demo shows this
(4-4)
We'll change units when we "standardize"--with the normal density.
Moore pp. 55-7
Density curve (1.3) --a mathematical model
(abstraction) of a histogram. (For Quantitative, continuous data)
"x-axis" gives possible values of observations.
Proportion of Area above an interval = proportion
of all observations we would find in that interval.
| ACT 5-1 (Densities), 3-4 (Normal Distribution only),
5-2 Normal Density (see Teacher Note. I like this method better now, because if you check the Normal box when you make it, the next time you make a histogram the Normal Curve will still be there. Make the histogram, double-click to get the Edit bars. Then Format>Graph Elements>Histogram, Check the Normal Curve box.) Be ready to answer questions in class on Densities and the Normal Density. |
HW assignment Day 6, Friday, Feb. 8,
ACT: From Activstats Homework
Moore: From David S. Moore, The Basic Practice of Statistics
Reading: Finish 1.2, to p. 42. Next, 1.3
| Hand in :
Moore: p.40, 1.34 a and b only. Do a dotplot also.* p. 44, 1.42 (don't calculate: xbar=7.50, s = 2.03-- the same for both dist's) Do stemplots--compare their shapes! (SPSS)ACT HW Ch 4, ACT-1 (Acid Rain). Besides those questions, make a Time plot. (Use Case for the x axis. If you use the Date variable, it will put them in alphabetical order.) 5 is closer to "normal" rainfall than 4. How does this add to your understanding? To be assigned Monday:
|
Read, be able to discuss
Moore 1.43 states' oldies: Which?why? (don't calculate) |
Optional
|
| Sievers home | Math151-Sp02/Day6.htm | 10pm | 2/10/02 |