|
A Short Introduction to Stata for Biostatistics (Updated to Stata 12)
by Michael Hills and Bianca L. De Stavola
A
Short Introduction to Stata for Biostatistics bridges the information
gap between Stata’s Getting Started manual and Reference manuals by
providing a more detailed introduction to the most often used analytic
methods in biomedical research. Although the book is written
specifically for biostatisticians, epidemiologists, and health
professionals new to Stata, it is also useful for more-experienced
users wanting more in-depth knowledge of both Stata commands and
biostatistical issues. The book is hands on, intended to be used while
working with Stata, and includes a CD-ROM containing the datasets and
several author-written programs.
The first four chapters provide an overview of data entry and
management commands, including those used to create, label, and drop
variables and those used to sort observations. The next two chapters
cover graphics. Then comes the bulk of the book, which details methods
used in data description and analysis. Beginning with commands used to
create frequency tables and summary statistics, the authors proceed to
describe commands used for univariate and multivariate analyses,
including linear regression, Poisson regression, logistic regression,
survival data analysis (proportional hazards models and competing-risks
models), and meta analysis. Included among the final chapters is a
useful tutorial on report generation.
Table of contents 0 Getting Started
1 Some basic commands
2 Tabs, menus and dialog boxes
3 Housekeeping
4 Data input and output
5 Graph commands
6 Graph dialog boxes
7 More basic tools
8 Data management
9 Repeated measurements
10 Response and explanatory variables
11 Measuring effects
12 Stratifying and controlling
13 Regression commands
14 Tests of hypotheses
15 Controlling and stratifying with regression
16 Mantel–Haenszel methods
17 Survival data and stset
18 Different time scales and standardization
19 Meta-analysis
20 Exporting results
21 How Stata is organized
© Copyright StataCorp LP 1996-2015.


|
|