Use of relational operators

Labeling data, variable and value using command

Labeling data, variable and value from menu

Rename, Replace, Keep and Drop variable(s)

Arithmetic operators and generating variables

Generating variables using function and “egen”

Recoding

Use of logical operators

Order & Sort

Data types

Tabulation of categorical variable

Summary Statistics

Graphical visualization of categorical variable (pie, bar)

Graphical visualization of quantitative variable (Histogram, Box plot, Scatter plot)

Introduction to Regression Analysis

Concept of regression model

What is hypothesis testing

Regression function (Population vs Sample)

Simple linear regression

Multiple linear regression

Multicollinearity

Heteroscedasticity

Specification bias

Types of Dataset

Time series data setup

Time series regression

Autocorrelation

Functional forms of regression

Choosing the best model

Linear Trend Model and Forecasting

Panel Data setup

Panel regressions

Some interesting graphs with panel data

One sample t test, Two sample t test, Paired sample t test

Pearson’s Chi-squared test

One way ANOVA

Non-linear regressions: Binary logit and probit

Non-linear regressions: Ordered logit/probit & Multinomial logit/probit

Non-linear regressions: Limited dependent variable models

Setting the Working Directory

Do file

Log file

Installing user-written package, help, search, findit

Presenting STATA results in MS word

Survey data

Go beyond..