- Five univariate imputation methods
- Multivariate normal imputation
- Most estimation commands supported
- Control panel guides you along
- Manage MI datasets
- More...
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- Indicators for categorical variables
- Interactions—categorical and continuous
- Polynomial terms
- Factorial designs
- More...
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- Linear and nonlinear models
- One-step, two-step, and iterative estimators
- Cross-sectional, time-series, and panel models
- Easily specify panel-style instruments
- Interactive version just like nl
- More...
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- Estimated marginal means
- Predictive margins
- Average marginal effects
- Average adjusted predictions
- More...
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- Italics and bold
- Greek letters
- Mathematical symbols
- Superscripts and subscripts
- Multiple font faces
- More...
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- Time-varying covariates
- Cumulative incidence graphs
- Predict relative subhazards
- More...
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- Comes with every copy of Stata
- Includes all manuals
- Linked from help files
- More...
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- VARMA Models
- Structural time-series models
- Unobserved component models
- Stationary and nonstationary cases
- Kalman filter
- More...
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- Change storage types, names, and formats
- Add and edit value labels
- Attach notes to variables
- Filter variables
- More...
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- Unobserved dynamic factors
- Static factor models
- Extracting unobserved factors
- More...
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- Work reproducibly
- Live view of data while you perform analyses
- Filters to focus on subsets of data
- Undo with snapshots
- Enter dates and times easily
- More...
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- Diagonal vech model
- ARCH and GARCH terms
- Predict conditional volatitlity
- More...
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- Syntax highlighting for Windows
- Unlimited file size
- Line bookmarks
- Code folding
- More...
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- Levin–Lin–Chu, Harris–Tzavalis, Breitung, and Im–Pesaran–Shin tests for unit roots
- Fisher-type tests based on augmented Dickey–Fuller and Phillips–Perron tests
- Hadri LM test for stationarity
- More...
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- Object-oriented programming
- Numerical derivative functions
- Associative arrays
- LAPACK functions
- More...
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- Multiple imputation
- State-space models
- Dynamic-factor models
- More...
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More
- General statistics: more fractional
polynomial features, semipartial correlation coefficients, endogeneity
tests after ivregress, ...
- Survival statistics: DFBETAs,
likelihood displacement values, and LMAX statistics after Cox
regression; support for multiple imputation; ...
- Panel data and mixed models: error covariance structure
modeling in xtmixed, standard errors for BLUPs after
xtmixed, ...
- Multivariate methods: tests on
means, covariances, and correlations; tests of multivariate normality;
many enhancements to anova and manova; ...
- Programming features: tools for handling
factor variables, more mathematical functions, soundex string matching
functions, ...
- Data management: a new merge
command, more ODBC features, support for zip files, ...
- Time series: ARCH with t and GED
disturbances, support for factor variables, ...
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