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Data Analysis with STATA

Book Image

Data Analysis with STATA

Overview of this book

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Table of Contents (16 chapters)
Data Analysis with Stata
Data Analysis with Stata
Credits
Credits
About the Author
About the Author
About the Reviewers
About the Reviewers
www.PacktPub.com
www.PacktPub.com
Preface
Preface
Free Chapter
1
Introduction to Stata and Data Analytics
Introduction to Stata and Data Analytics
Introducing data analytics
The Stata interface
Data-storing techniques in Stata
Directories and folders in Stata
Reading data in Stata
Variables and data types
Summary
2
Stata Programming and Data Management
Stata Programming and Data Management
The labeling of data, variables, and variable transformations
Summarizing the data and preparing tabulated reports
Appending and merging the files for data management
Macros
Loops in Stata
Summary
3
Data Visualization
Data Visualization
Scatter plots
Line plots
Histograms and other charts
Box plots
Pie charts
Pyramidal graphs
Vio plots
Ci plots
Statistical calculations in graphs
Curve fitting in Stata
Summary
4
Important Statistical Tests in Stata
Important Statistical Tests in Stata
T tests
The chi-square goodness of fit test
ANOVA
MANOVA
Fisher's exact test
The Wilcoxon-Mann-Whitney test
Summary
5
Linear Regression in Stata
Linear Regression in Stata
Linear regression
Variance inflation factor and multicollinearity
Homoscedasticity
Summary
6
Logistic Regression in Stata
Logistic Regression in Stata
The logistic regression concept
Logistic regression in Stata
Logistic regression for finance (loans and credit cards)
Summary
7
Survey Analysis in Stata
Survey Analysis in Stata
Survey analysis concepts
Survey analysis in Stata code
Cluster sampling
Summary
8
Time Series Analysis in Stata
Time Series Analysis in Stata
Time series analysis concepts
Code for time series analysis in Stata
Summary
9
Survival Analysis in Stata
Survival Analysis in Stata
Survival analysis concepts
Applications and code in Stata for survival analysis
Building a model
Proportionality assumption
Summary
Index
Index

Ci plots

Ci plots is user-defined command. You can also try ciplots. The command for this is as follows:

ciplot domain_knowledge attitude aptitude personality, hor

The output of this command will looks like a following graph:

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