STAT 244 FINAL ASSIGNMENT SPRING, 2011
1 Binary Trees
- Write a program which uses a binary tree to order and count a list of
1000 random words or numbers. Include a few entries more than once to
your program is correctly finding duplicates. Record the time it takes
to build the tree.
Repeat part a), this time sorting the list of words or numbers first.
manual entry for the UNIX sort command.) How does the
time compare with the time in part b)?
Repeat parts a) and b), this time using the balanced binary tree routines
in ~s244/samples/btree1.c, or from the class web page. Compare the
performance of the regular and
balanced binary tree algorithms.
2 Analysis of Variance
Write a program to perform a general factorial analysis of variance
using the reduction technique for data with an arbitrary number of
factors. Your program should be able to handle data sets with up to
(at least) eight factors. Use binary trees to keep track of the
levels of the various factors, so that the only input required should
be the number of factors to be read, and possibly the number of
observations. Generate all the factorial
effects in the model, and for each effect calculate degrees of freedom,
sum of squares, mean square, F-ratio, and probability that a F-distributed
variable would be larger than the F-ratio obtained. You can use the
dcdflib libraryto find the F probabilities, and sas
programs from the samples directory to verify your calculations.
For extra credit, you can add additional features to the program, such
as analysis of covariance, weighted least squares or the ability to remove
selected terms from the analysis.
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On 18 Jan 2011, 10:07.