Teaching

Macroeconomics

Visualizations

Circular Flow in a Macroeconomy

Open Visualization

Investment Spending – Gross Capital Formation (GCF)

Open Visualization

Index of Industrial Production (IIP)

Open Visualization

India's Consumer Price Index (Base: 2024)

Open Visualization

India's CPI (Core and Non-Core)

Open Visualization

India's CPI Inflation

Open Visualization

India's Wholesale Price Index (Base: 2022-23)

Open Visualization

India's Potential GDP and Output Gap

Open Visualization

Short to Long-run Macroeconomy

Open Animation

Savings in Indian Macroeconomy

Open Animation

India's Government Budget

Open Visualization

India's Balance of Payments

Open Visualization

India's Policy Rates (RBI)

View Info

India's Economic Policy Uncertainty

Open Visualization

Simulation of Labour Demand

View Simulation

Simulation of IS–LM (Closed Economy)

View Simulation

Introductory Econometrics (PhD Level)

Lecture Notes

  1. Directed Acyclic Graphs (DAGs)
  2. Classical OLS
  3. CLRM Assumptions and Violations
  4. Multiple Linear Regression
  5. Understanding Endogeneity
  6. Tackle Endogeneity – Instrumental Variables
  7. Tackle Endogeneity – Panel Data (Fixed Effects)
  8. Tackle Endogeneity – Difference in Differences
  9. Dynamic Panel GMM