An Introduction to Stata for Health Researchers, Second Edition

Svend Juul

ISBN 10: 1597180440 / ISBN 13: 9781597180443

Editore: Stata Press, 2008

All orders ship by next business day! This is a used paperback book. Has wear on cover and/or pages. Book has no markings on pages. For USED books, we cannot guarantee supplemental materials such as CDs, DVDs, access codes and other materials. We are a small company and very thankful for your business! Codice articolo 4CNOOA001KA5

Riassunto:

This book focuses on the analyses used most often in health research. It covers various graph types, calculation commands, commands to modify data set structure, simple analyses of categorical and continuous variables, regression models, incidence and survival analysis, and measurement and diagnosis. This edition encompasses several of the new features in Stata 10, such as the Graph Editor and date-and-time variables, as well as a new section with exercises. The author stresses the importance of good documentation habits to prevent errors and wasting time. He also provides robust examples with downloadable data sets on the book’s website.

Contenuti:

Getting Started
Installing and updating Stata
Starting and exiting Stata
Customizing Stata (Windows)
Windows in Stata
Issuing commands
Managing output
Reusing commands

Getting Help—and More
The manuals
Online help
Other resources
Errors and error messages

Stata File Types and Names

Command Syntax
General syntax rules
Syntax diagrams
Lists of variables and numbers
Qualifiers
Weights
Options
Prefixes
Other syntax elements
Version control

Variables
Types of variables
Numeric formats
Missing values
Storage types and precision
Date and time variables
String variables
Memory considerations

Getting Data in and out of Stata
Opening and saving Stata data
Entering data
Reading ASCII data
Exchanging data with other programs

Documentation Commands
Labels
Working with labels: an example

Calculations
Generate and replace
Operators and functions in calculations
Extended functions: egen
Recoding variables
Checking correctness of calculations
Numbering observations

Commands Affecting Data Structure
Safeguarding your data
Selecting observations and variables
Renaming and reordering variables
Sorting data
Combining files
Reshaping data

Description and Simple Analysis
Overview of a dataset
Listing observations
Simple tables for categorical variables
Analyzing continuous variables
Estimating confidence intervals
Immediate commands

Graphs
Anatomy of a graph
Anatomy of graph commands
Graph size
Schemes
Graph options: axes
Graph options: text elements
Plot options: markers, lines, etc.
Graph examples
By-graphs and combined graphs
Using dialogs to generate commands
The Graph Editor
Saving, displaying, and printing graphs

Stratified Analysis
Cohort data without censorings
Case–control data

Regression Analysis
Linear regression
Logistic regression
Other regression models
Analyzing complex design data

Incidence, Mortality, and Survival
Incidence and mortality
Survival analysis
Cox regression
Reorganizing st data
Poisson regression
Standardization
Some advanced issues

Measurement and Diagnosis
Reproducibility of measurements
Comparing methods of measurement
Using tests for diagnosis
Combining test results

Miscellaneous
Random samples, simulations
Sample size and study power
Other analyses

Advanced Topics
Using saved results
Macros and scalars
Programs
Useful programming commands
Do-files and ado-files useful for handling output

Taking Good Care of Your Data
The audit trail
Data collection
The codebook
Folders and filenames: the log book
Entering data
Inspecting and correcting your data
Modifying data
Analysis
Backing up and archiving
Protecting against abuse

Appendix: Manuals and Other Good Books
Stata manuals
Other books on Stata
Books using Stata

Appendix: Exercises
The user interface
Managing output
Calculations
Working with missing values
Working with date variables
Description and simple analysis
Taking good care of your data

Appendix: Advice on Working with Windows

References

Indices

Dati bibliografici

Titolo: An Introduction to Stata for Health ...
Casa editrice: Stata Press
Data di pubblicazione: 2008
Legatura: Brossura
Condizione: VeryGood
Edizione: seconda edizione