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STATISTICS IN CRIMINAL JUSTICE SP '01 |
PURPOSE
AND APPROACH
This
course serves one broad purpose: to help you better understand
quantitative analyses in criminal justice research and policy. This
broad goal breaks down into the following specific aims:
Understanding statistical reasoning .
Doing statistics
Running statistics programs on computer, and understanding output
Applying the statistics to the problem at hand
Statistical
reasoning is concerned with a range of abilities, many that you
already have! For example, recent work suggests that nine different
mathematical abilities have been acquired by the human species over
many thousands of years! CLICK HERE
You
were born with these. Once you know what an average is your inner
mathematician will allow you to critically evaluate statements like
Garrison Keillor's comment on Prairie Home Companion that in Lake
Woebegon "all the children are above average."
In
this course we will be using these in-born skills, and adding to
them. In particular, you will be learning about probability theory,
hypothesis testing, and the like, and how these operations relate to
real world questions and problems.
Doing
statistics means examining a particular problem and, having
decided on your statistical approach, actually doing the statistics.
We will be involved in several types of "doing" in this
course: constructing and interpreting a limited number of graphical
data displays; calculating specific statistics; and figuring out what
the returned values mean.
You
may wonder: will I have to actually calculate some statistics by
hand, i.e., with a calculator? Yes you will.
You
may wonder: Why do we do this? So that you become better acquainted
with these abstract terms like mean and variance.
You
may wonder: will I have to memorize some definitions? Yes you will,
but more important than memorizing the definitions is developing an
ability to think about what these definitions MEAN.
Throughout I will attempt to apply these ideas to real world, specific problems. More on this later. We also will be spending a lot of time with two data sets. One you will generate. Early in the semester you will complete an in-class questionnaire. We will then be working with these data in class and outside of class and in your papers. In addition, we will be working with a national survey file completed in 1994. To help with the focus on real-world issues these two data files will have a lot of information about one set of issues: guns and attitudes towards guns.
Running
statistics on computers and interpreting refers to a broad range
of skills you will need. (SEE SURVIVAL GUIDE if you are not computer
savvy). We will be spending about one class a week in the computer
lab, learning how to run one particular statistics program called
SPSS (Statistical Package for the Social Sciences). This package can
generate more statistical output than you or I can learn in a lifetime.
You
will learn how to enter numeric information into a data file, label
the variables, and save the file.
You
will learn how to display data graphically, and how to interpret
those displays.
You
will learn how to generate statistical output, and interpret that output.
Applying statistics means understanding how the statistics apply to a particular problem or issue at hand. Some statistics are descriptive; some statistical tests are explanatory. But the bottom line is how these statistics help you understand or describe a specific issue. That is why you will be writing a paper about how statistics apply to a particular problem.