Math 143 C/E, Spring 2001
IPS Reading Questions
Chapter 7, Section 2 (pp. 537-548)
- The tests of significance of Sections 6.2 and 7.1 have both
been for means (one type of sample statistic for quantitative data),
and both can be classified as 1-sample procedures. In
Section 7.2 we learn about 2-sample procedures (two-sample
z and two-sample t). Why is this naming scheme
(one vs. two sample) appropriate?
- Suppose that x1 and x2 are quantitative variables
that come from populations known to be distributed as
N(m1, s1) and N(m2, s2)
respectively. What distribution should you expect for
x2 - x1? How about for `x2 - `x1, where
`x1 represents the mean value of x1 for a
sample of n1 units taken from the first population,
and `x2 is found similarly from a sample of n2
units taken from the second population?
- What would be the center of any level C confidence
interval for the difference of means m2 - m1?
Suppose the 95% confidence interval for this difference
was (-1.75, -0.36). Which of the means m1 and
m2 would you say (with 95%) is larger? Would you
say the same if that 95% confidence interval were
(-1.75, 0.61)?
- On p. 541 we receive the news that, when sample standard
deviations replace population s. d.'s in the computation
of a t statistic (instead of a z statistic),
the resulting t statistic does not have a
t distribution. Nevertheless we are told how to
find a value of df (we will use method 2) so that
this statistic is approximately distributed as t(df).
At this point, the authors say that you can count on this
approximation being conservative, a word that they
have used before for approximate distributions (on p. 516).
Just what does this word conservative mean for us?
- Notice how the paragraph on p. 545 that immediately follows
Example 7.15 addresses concerns raised by the seven
critical components of a study. Ideally, any study you
read about in the news media would give information like
this explaining some of the pitfalls of that type of study
as well as how they were addressed whenever possible by
the researcher. (Note: There is no question posed here.)
-
Under what conditions are the results of the two-sample
procedures most trustworthy?