Complete STATA Workflow + Tips by Udemy
Master STATA for data management, graphs and data analysis with TIPS for the best workflow.
Course Highlights
- First, tips and hints for the best WORKFLOW showing how to use commands step-by-step.
- Manage, edit and structure large databases ready for data analysis, up to 2 billion observations*.
- Generate descriptive statistics, summary tables, cross tabulations, frequencies and much more.
- Create powerful publication-quality graphs showcasing hidden info insights, edit and combine them in order to send clear messages.
- Do your own statistical models in order to predict and/or forecast your key interest variables or events.
- Complete guidance and orientation, the course is made into sections that shows a natural progression order.
- Quizzes after each section, so you have a way to keep practicing on your own.
- The course is made in sections with lectures that grow into several Data Analysis/Estimations Projects considering all lectures and workflow taught in order for full grasp of STATA capabilities.
- Last but not least, be sure to look at the previews.
- *According to STATA official capabilities (http://www.stata.com/new-in-stata/huge-datasets/)
Skills you will learn!
Curriculum
14 Topics
A foreword and initial tips
BONUS COUPON: For any course!
What is STATA?
Installing STATA
Opening STATA and its windows
STATA syntax
STATA commands and do-file
Best friend: help command
More help - Navigating Stata Documentation
Mid-Section Quiz
Commands and abbreviation
One more initial tip
Our Action Plan
Final-Section Quiz
11 Topics
Initial tips
Open and clear a database
Automatic memory allocation
Compress databases
"Do" a do-file
Change working directory
Export Databases
Import databases
Example Databases
Recent databases and Exit
Final-Section Quiz
4 Topics
Copy options and more
Preferences and Edit options
More Preferences and Edit options
More Preferences and Edit options 2
18 Topics
Initial tips
Describe codebook inspect and summarize commands
Quick Exercise 1
View edit and label a database
List data and if statement
Quick Exercise 2
Append datasets
Quick Exercise 3
Merge datasets
Quick Exercise 4
More about merge datasets
Mid-Section Quiz
Convert dataset long-wide
Transpose a dataset
Compare two datasets
Contract command
Collapse command
Final-Section Quiz
20 Topics
Initial tips
Set observations create replace and order variables
Quick Exercise 5
Work with variable labels
Rename and drop/keep variables
Quick Exercise 6
Sort variables
Quick Exercise 7
Mid-Section Quiz
If conditions and count command
Quick Exercise 8
Basic Operators
Comparison and Logical Operators
Quick Exercise 9
Lagged and Forward variables
Quick Exercise 10
Lagged Forward and Seasonal variables
Lagged Forward Seasonal and Differences variables
Quick Exercise 11
Final-Section Quiz
18 Topics
Initial tips
Display expressions and stored results
Quick Exercise 12
Working with date variables
More about working with date variables
Indicator variables and interaction expansions
Quick Exercise 13
More about indicator variables and interaction expansions
Mid-Section Quiz
Fill in missing values
Frequency weights
Sampling weights
Quick Exercise 14
More about "if" command and also "by" together
Destring and Tostring commands
Real command (similar to destring)
Quick Exercise 15
Final-Section Quiz
5 Topics
Initial Tips
Data Analysis 1
Data Analysis 2
Data Analysis 3
Data Analysis 4
12 Topics
Initial tips
Quick Graphs 1 (Scatter)
Quick Graphs 2 (Line)
Combining Graphs
Quick Graphs 3 (Scatterplot Matrix)
Quick Graphs 4 (Histogram)
Quick Graphs 5 (Bars)
Graphs schemes and colors
Quick Graphs 6 (Connected)
Quick Graphs 7 (Area)
Overlay Graphs
Final-Section Quiz
10 Topics
Initial tips
Summarize mean and means
Tabulate data
More about tabulate data
More about tabulate data 2
Mid-Section Quiz
Correlations and covariances
Confidence Intervals
More about Confidence Intervals
Final-Section Quiz
11 Topics
Initial Tips
Math functions
More about Math functions
More about Math functions 2
Math functions Quiz
String (text) functions
More about String (text) functions
More about String (text) functions 2
More about String (text) functions 3
More about String (text) functions 4
String functions Quiz
12 Topics
Initial tips
Random numbers functions
More about Random numbers functions
More about Random numbers functions 2
Random numbers functions Quiz
Extended-Variable functions
More about Extended-Variable functions
More about Extended-Variable functions 2
More about Extended-Variable functions 3
More about Extended-Variable functions 4
More about Extended-Variable functions 5
Extended-Variable functions Quiz
Complete STATA Workflow + Tips
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