Stata Bookstore: Biostatistics in Public Health Using Stata

» Home » Bookstore » Title index » Books on Stata » Biostatistics in Public Health Using Stata

Biostatistics in Public Health Using Stata

Click to enlarge
See the back cover

~~$170.00~~ Print $38.50 Discounted price

Add to cart

What are VitalSource eBooks?
Your access code will be emailed upon purchase.

VitalSource eBook details

VitalSource eBooks are read using the Bookshelf® platform. Bookshelf is free and allows you to access your Stata Press eBook from your computer, smartphone, tablet, or eReader.

How to access your eBook

1) Visit Bookshelf online to sign in or create an account.

2) Once logged in, click redeem in the upper right corner. Enter your eBook code. Your eBook code will be in your order confirmation email under the eBook's title.

3) The eBook will be added to your library. You may then download Bookshelf on other devices and sync your library to view the eBook.

Bookshelf is available on the following:

Online
Bookshelf is available online from just about any Internet-connected computer by accessing https://online.vitalsource.com/user/new.
PC
Bookshelf is available for Windows 7/8/8.1/10 (both 32-, and 64-bit).
Download Bookshelf software to your desktop so you can view your eBooks with or without Internet access.
iOS
Bookshelf is available for iPad, iPhone, and iPod touch.
Download the Bookshelf mobile app from the Itunes Store.
Android
Bookshelf is available for Android phones and tablets running 4.0 (Ice Cream Sandwich) and later.
Download the Bookshelf mobile app from the Google Play Store.
Kindle Fire
Bookshelf is available for Kindle Fire 2, HD, and HDX.
Download the Bookshelf mobile app from the Kindle Fire App Store.
Mac
Bookshelf is available for macOS X 10.9 or later.
Download Bookshelf software to your desktop so you can view your eBooks with or without Internet access.

Bookshelf allows you to have 2 computers and 2 mobile devices activated at any given time.

Learn more about VitalSource Bookshelf »

Resources and support »

I was amazed at the VitalSource way of presenting the books.... Everything looks perfectly typeset, but yet you can "flip" through the book in the same way you would "flip" through a very long web page in your web browser. And best of all, whenever I have my tablet with me, my books are just a swipe away.

— Michael Mitchell

Senior statistician at the USC Children's Data Network, author of four Stata Press books, and former UCLA statistical consultant who envisioned and designed the UCLA Statistical Consulting Resources website.

Return policy for eBooks

Stata Press eBooks are nonreturnable and nonrefundable.

eBook not available for this title

Authors:	Erick L. Suárez, Cynthia M. Pérez, Graciela M. Nogueras, and Camille Moreno-Gorrín
Publisher:	CRC Press
Copyright:	2016
ISBN-13:	978-1-4987-2199-8
Pages:	190; hardcover
Price:	$~~170.00~~ $38.50

Authors:	Erick L. Suárez, Cynthia M. Pérez, Graciela M. Nogueras, and Camille Moreno-Gorrín
Publisher:	CRC Press
Copyright:	2016
ISBN-13:
Pages:	190; eBook
Price:	$0.00

Authors:	Erick L. Suárez, Cynthia M. Pérez, Graciela M. Nogueras, and Camille Moreno-Gorrín
Publisher:	CRC Press
Copyright:	2016
ISBN-13:
Pages:	190; Kindle
Price:	$

Comment from the Stata technical group

This book demonstrates the use of Stata for statistical analyses common in public health research and in many other disciplines. For those new to Stata, the authors first provide an introduction to Stata's interface and to commands for descriptive statistics and graphics. In the discussions of statistical procedures that follow, readers will find extensive coverage of Stata's menus, dialog boxes, commands, and output. Topics include linear regression, analysis of variance, logistic regression, Poisson regression, survival analysis, multilevel mixed-effects models, and power and sample-size analysis.

View table of contents >>

Preface

Acknowledgments

Authors

1 Basic Commands

1.1 Introduction
1.2 Entering Stata
1.3 Taskbar
1.4 Help
1.5 Stata Working Directories
1.6 Reading a Data File
1.7 insheet Procedure
1.8 Types of Files
1.9 Data Editor

2 Data Description

2.1 Most Useful Commands
2.2 list Command
2.3 Mathematical and Logical Operators
2.4 generate Command
2.5 recode Command
2.6 drop Command
2.7 replace Command
2.8 label Command
2.9 summarize Command
2.10 do-file Editor
2.11 Descriptive Statistics and Graphs
2.12 tabulate Command

3 Graph Construction

3.1 Introduction
3.2 Box Plot
3.3 Histogram
3.4 Bar Chart

4 Significance Tests

4.1 Introduction
4.2 Normality Test
4.3 Variance Homogeneity
4.4 Student's t-Test for Independent Samples
4.5 Confidence Intervals for Testing the Null Hypothesis
4.6 Nonparametric Tests for Unpaired Groups
4.7 Sample Size and Statistical Power

5 Linear Regression Models

5.1 Introduction
5.2 Model Assumptions
5.3 Parameter Estimation
5.4 Hypothesis Testing
5.5 Coefficient of Determination
5.6 Pearson Correlation Coefficient
5.7 Scatter Plot
5.8 Running the Model
5.9 Centering
5.10 Bootstrapping
5.11 Multiple Linear Regression Model
5.12 Partial Hypothesis
5.13 Prediction
5.14 Polynomial Linear Regression Model
5.15 Sample Size and Statistical Power
5.16 Considerations for the Assumptions of the Linear Regression Model

6 Analysis of Variance

6.1 Introduction
6.2 Data Structure
6.3 Example for Fixed Effects
6.4 Linear Model with Fixed Effects
6.5 Analysis of Variance with Fixed Effects
6.6 Programming for ANOVA
6.7 Planned Comparisons (before Observing the Data)

6.7.1 Comparison of Two Expected Values
6.7.2 Linear Contrast

6.8 Multiple Comparisons: Unplanned Comparisons
6.9 Random Effects
6.10 Other Measures Related to the Random Effects Model

6.10.1 Covariance
6.10.2 Variance and Its Components
6.10.3 Intraclass Correlation Coefficient

6.11 Example of a Random Effects Model
6.12 Sample Size and Statistical Power

7 Categorical Data Analysis

7.1 Introduction
7.2 Cohort Study
7.3 Case-Control Study
7.4 Sample Size and Statistical Power

8 Logistic Regression Model

8.1 Model Definition
8.2 Parameter Estimation
8.3 Programming the Logistic Regression Model

8.3.1 Using glm
8.3.2 Using logit
8.3.3 Using logistic
8.3.4 Using binreg

8.4 Alternative Database
8.5 Estimating the Odds Ratio
8.6 Significance Tests

8.6.1 Liklihood Ratio Test
8.6.2 Wald Test

8.7 Extension of the Logistic Regression Model
8.8 Adjusted OR and the Confounding Effect
8.9 Effect Modification
8.10 Prevalence Ratio
8.11 Nominal and Ordinal Outcomes
8.12 Overdispersion
8.13 Sample Size and Statistical Power

9 Poisson Regression Model

9.1 Model Definition
9.2 Relative Risk
9.3 Parameter Estimation
9.4 Example
9.5 Programming the Poisson Regression Model
9.6 Assessing Interaction Terms
9.7 Overdispersion

10 Survival Analysis

10.1 Introduction
10.2 Probability of Survival
10.3 Components of the Study Design
10.4 Kaplan–Meier Method
10.5 Programming of S(t)
10.6 Hazard Function
10.7 Relationship between S(t) and h(t)
10.8 Cumulative Hazard Function
10.9 Median Survival Time and Percentiles
10.10 Comparison of Survival Curves
10.11 Proportional Hazards Assumption
10.12 Significance Assessment

10.12.1 Log-Rank Test
10.12.2 Wilcoxon–Gehan–Breslow Test
10.12.3 Tarone–Ware Test

10.13 Cox Proportional Hazards Model
10.14 Assessment of the Proportional Hazards Assumption
10.15 Survival Function Estimation Using the Cox Proportional Hazards Model
10.16 Stratified Cox Proportional Hazards Model

11 Analysis of Correlated Data

11.1 Regression Models with Correlated Data
11.2 Mixed Models
11.3 Random Intercept
11.4 Using the mixed and gllamm Commands with a Random Intercept
11.5 Using the mixed Command with Random Intercept and Slope
11.6 Mixed Models in a Sampling Design

12 Introduction to Advanced Programming in Stata

12.1 Introduction
12.2 do-files
12.3 program Command
12.4 Log Files
12.5 trace Command
12.6 Delimiters
12.7 Indexing
12.8 Local Macros
12.9 Scalars
12.10 Loops (foreach and forvalues)
12.11 Application of matrix and local Commands for Prevalence Estimation

References

Index

Stata: Data Analysis and Statistical Software

Biostatistics in Public Health Using Stata

Comment from the Stata technical group

Table of contents

Stata

Shop

Support

Company

We use cookies

Privacy policy

Required cookies

Advertising and performance cookies

Stata/MP4 Annual License (download)

Stata: Data Analysis and Statistical Software

Biostatistics in Public Health Using Stata

VitalSource eBook details

How to access your eBook

Return policy for eBooks

Comment from the Stata technical group

Table of contents

Stata

Shop

Support

Company

We use cookies

Privacy policy

Required cookies

Advertising and performance cookies