STATA

Undertake all your data science needs-data manipulation, visualization, statistics, and automated reporting using Stata. Stata will enable you to analyze, manage, and produce graphical visualizations in cross-sectional, time series and panel data. It has both a command line and graphical user interface making the use of the software more intuitive.

• Basics of STATA
  • Data Entry & Importing
  • Data coding & Labeling
  • Creating Do Files
• Descriptive Statistics
  • Summary statistics
  • Graphs & Charts
  • Frequency Tables
• Data Transformation
  • Natural Logs
  • Lags
  • Averages
• Diagnostic & Post estimation Tests
  • Unit root
  • Normality
  • Multicollinearity
  • Serial correlation
  • Heteroscedasticity
  • Hausman Test for random and fixed
  • Breusch-Pagan LM
• Advanced Panel regression
  • OLS regression
  • Pooled OLS
  • Fixed effects model
  • Random effects model
  • FGLS models
  • Binary and Multinomial logistic regression
  • Probit regression model
  • Tobit Regression model
  • Data envelopment analysis (DEA) model