Learn Stata

Description of Learn Stata

Learn Stata covers stata course and tutorial from basic, intermediate, to advance
Video
- Time series in Stata
- Multiple imputation in Stata
- treatment effects
- power and sample sizes
- multilevel GLMs
- multilevel generalized SEM
- forecasting
- long strings and BLOBs
- Ordered logistic and probit for panel data
- Project Manager
- Importing delimited data
- adds factor-variable labels
- Specifying the design of your survey data
- Basic introduction to the analysis of complex survey data
- How to download, import, and prepare data from website for analysis
- How to download, import, and merge multiple datasets from website
- Copy/paste data from Excel
- Import Excel® data into Stata®
- Importing delimited data
- Histograms
- Box plots
- Pie charts
- Bar graphs
- scatterplots
- Descriptive statistics
- Tables and cross tabulations
- Combining crosstabs and descriptives
- Pearson's chi-squared and Fisher's exact test
- Pearson's correlation coefficient
- One-sample t-test
- t-test for two independent samples
- t-test for two paired samples
- One-way ANOVA
- Simple linear regression
- Power calculation for comparing a sample mean
- Sample size calculation for comparing a sample mean
- Find the minimum detectable effect size
- Sample size calculation for comparing a sample proportion
- Calculating power for two independent proportions
- Sample size calculation for one-way analysis of variance
- How to graph survival curves
- How to calculate the Kaplan-Meier survivor and Nelson-Aalen cumulative hazard functions
- How to construct life tables
- Test the equality of survivor functions using nonparametric tests
- Logistic regression
- Endogenous treatment effects
- Bayesian analysis
- Multilevel models
- Small-sample inference for mixed-effects
- New power and sample-size features
- Multilevel survival analysis
- t-test for two paired samples
- t-test for two independent samples
- Panel-data survival models
- Markov-switching models
- Censored Poisson regression
- Postestimation Selector
- IRT (item response theory) model
- Multilevel models for survey data
- Satorra-Bentler adjustments for SEM
- Censored Poisson regression
- Postestimation Selector
- Multilevel survival analysis
- Importing delimited data
- SEM Builder
- multilevel generalized SEM
- Formatting and managing date
- Graphical user interface for Bayesian analysis
- Satorra-Bentler adjustment
- Panel-data survival model
- Contour plot
- One-sample t-test
- Save estimation result
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Latest
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Documentation
Learn Stata provide complete and up to date stata documentation/manual
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Syntax highlighting for stata command and stata output
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Exercise
Learning by doing! Access Exercise page to download all resources and send to your email.
Raw data available in Excel and CSV format
Stata data input available in .DTA Stata file format
Stata command available in .DO Stata file format
Stata log available in .TXT file format
Instruction available in .TXT file format
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