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• Lasso
  
  
  
  

  Model selection, prediction, and inference

  
  
  
  
  
• Truly reproducible reporting
  
  
  
  
  
  
• Meta-analysis
  
  
  
  
  

  Combine results from multiple studies
  Estimate an overall effect size
  And more

  
  
  
  
  
• • Car?
    
  • Bus?
    
  • Airplane?
    
  • Train?
    
  
  
  
  
  Choice models with meaningful inference
  
  
  
  
• Use any Python package from within Stata
  
  
  
  Pass data back and forth seamlessly
  
  
  
  
• New in Bayesian analysis
  
  

  Multiple chains   Bayesian predictions

  
  
  
  
  
  
  
• Panel-data ERMs
  
  
  
  
  
  
• Import data from SAS and SPSS
  
  
  
  
  
  
  
• Nonparametric series regression
  
  

  You know it's nonlinear.

  Did you know you can make inferences about anything of interest?

  
  
  
  
  
  
  
• Frames—multiple datasets in memory
  
  
  
  
  
  
• Sample-size analysis for CIs
  
  
  
  
  
  
  
  
• Panel-data mixed logit
  
  

  You choose dinner everyday.

  You choose your car insurance every year.

  You choose where to vacation each summer.

  
  

  Now you can account for the you-ness in those decisions.

  
  
  
  
  
• Nonlinear DSGE models
  
  

  Leave the linearization to us.

  
  
  
  
  
  
• Multiple-group IRT
  
  
  
  
  
  
  
• xtheckman
  
  

  If you know what this means ...

  ... you know that you want it.

  
  
  
  
  
• Nonlinear mixed-effects models with lags

  Pharmacokinetic models, growth models, and more

  
  
  
  
  
  
  
  
• Heteroskedastic ordered probit
  
  
  
  

  Model differences in variance among subjects or groups

  
  
  
  
  
• Point sizes for graphics
  
  
  
  
  
  
• Numerical integration
  
  
  
  
  Linear programming
  
  
  
  
  
  
  
  
• Stata in Korean
  
  
  
  
  
  
• Mac interface
  
  
  
  
  
  
• Do-file Editor autocompletion
  
  
  
  
  
  
  

[size=3em]

• 
  

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关键词：Stata tata DID YOU KNOW differences effect size

谢谢分享！

个人感觉虽然有所提升 但是大部分基本功能 从14版本（我是从14开始用的）开始好像就已经覆盖了  15 16只是增加了延伸功能

做回归的必备软件！