AI Agents and Large Language Models for Economic Research with Python: Automating Causal Discovery, Model Building, Policy Simulation, and Real-Time D
Paperback
EconomicsGeneral Political Science
Publisher: Independently Published
Published: May 31 2026
Pages: 500
Weight: 1.32
Height: 1.24 Width: 6.00 Depth: 9.00
Language: English
AI Agents and Large Language Models for Economic Research with Python offers a practical, hands-on guide to integrating modern AI technologies into economic analysis and research workflows.
This book explores how Large Language Models and autonomous AI agents can be leveraged alongside Python to enhance traditional economic research methods. It provides clear implementations for automating key tasks including causal discovery, econometric model building, policy simulation, and real-time decision support systems.
- Fundamentals of using LLMs for economic literature review, data interpretation, and hypothesis generation
- Building and deploying AI agents capable of executing multi-step economic research tasks
- Practical Python implementations for causal inference automation
- Techniques for constructing, validating, and simulating economic models at scale
- Methods for creating real-time policy analysis and decision support tools
- Code examples using current open-source libraries and frameworks
- Best practices for ensuring transparency, reproducibility, and robustness in AI-assisted economic research
Written for economists, researchers, data scientists, and graduate students, this book bridges the gap between cutting-edge AI technologies and applied economic analysis. Rather than treating AI as a black box, it emphasizes understanding the underlying methods, limitations, and responsible implementation practices.
Whether you are looking to accelerate your research pipeline, explore new analytical approaches, or incorporate AI agents into policy evaluation workflows, this guide provides the technical foundation and working code examples needed to begin.
Clear. Technical. Reproducible.
Ready to enhance your economic research capabilities with AI and Python.
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Murray, Melissa
Hardcover
Live Laugh Love: The Secret History of White Christian Women and the World They Made
Kobes Du Mez, Kristin
Hardcover
Wtf America?!: The Way Out of This Hell and Back to Democracy
Meiselas, Brett
Meiselas, Jordy
Meiselas, Ben
Hardcover
Ordinary People, Extraordinary Times: How to Reclaim Your Power, Fight for Freedom, and Reimagine Democracy
Perryman, Skye
Paperback
The Counterrevolution: The Fall and Rise of Donald Trump and the Maga Movement
Hanson, Victor Davis
Hardcover
The Hundred Years' War on Palestine: A History of Settler Colonialism and Resistance, 1917-2017
Khalidi, Rashid
Paperback
The Elijah Mandate: A Call to Courageous Faith in a Hostile World
Tsarfati, Amir
Piflaks, Tolik
Paperback
Not Today, Fascists: The Lies That Got Us Here, and the Truths That Will Reunite Us
Welch, Jennifer
Hardcover
American Struggle: Democracy, Dissent, and the Pursuit of a More Perfect Union: An Anthology
Meacham, Jon
Hardcover
The Steal: Four Right-Wing Hard-Liners, One Republican Presidency, and the Raid on America's Courts
Wagner, Alex
Hardcover
The Crooked Places Made Straight: Reflections on the Moral Meaning of America
Warnock, Raphael G.
Hardcover
Into the Wood Chipper: A Whistleblower's Account of How the Trump Administration Shredded Usaid
Enrich, Nicholas
Hardcover
Pay Attention: How the Algorithms and Media Wars Are Suppressing Truth and Rewiring Your Brain
Pakman, David
Hardcover
So Ordered: An Originalist's View of the Constitution, the Court, and Our Country
Alito, Samuel A., Jr.
Hardcover
The Lost Founder: James Wilson and the Forgotten Fight for a People's Constitution
Wegman, Jesse
Hardcover
There Is No Place for Us: Working and Homeless in America (Pulitzer Prize Winner)
Goldstone, Brian
Paperback
The New Dark Ages: The Death of Reading and the Dawn of the Post-Literate Society
Marriott, James
Hardcover
The Jakarta Method: Washington's Anticommunist Crusade and the Mass Murder Program That Shaped Our World
Bevins, Vincent
Paperback
If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All
Yudkowsky, Eliezer
Soares, Nate
Hardcover
Princes and Thieves: Jared Kushner and Mohamed Bin Zayed's Secret Plot to Remake the Middle East
Cole, Matthew
Hardcover
Last Branch Standing: A Potentially Surprising, Occasionally Witty Journey Inside Today's Supreme Court
Isgur, Sarah
Hardcover
Country of Lords: Neo-Aristocrats, Social Darwinists, Tech Utopians, and the Long Fight Against Equality in America
Phillips-Fein, Kim
Hardcover
The Invisible Coup: How American Elites and Foreign Powers Use Immigration as a Weapon
Schweizer, Peter
Hardcover
The Last Free Women: A Daring Escape from Afghanistan and Coming of Age in America
Blumenstein, Rebecca
Kapp, Diana
Hardcover
All the Wrong Moves: How Three Catastrophic Decisions Led to the Rise of Trump
Scaramucci, Anthony
Hardcover
Anti-Fascist Economics: In Defense of Affordability, Dignity, and Democracy
Weber, Isabella
Hardcover
The Origins of Totalitarianism: With a New Introduction by Anne Applebaum
Arendt, Hannah
Applebaum, Anne
Paperback
The College Scam: How America's Universities Are Bankrupting and Brainwashing Away the Future of America's Youth
Kirk, Charlie
Hardcover
