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Trygve Haavelmo

Trygve Haavelmo is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Trygve Haavelmo rather than just read about it. In short: Trygve Magnus Haavelmo (13 December 1911 – 28 July 1999), born in Skedsmo, Norway, was an economist whose research interests centered on econometrics. He received the Nobel Memorial Prize in Economic Sciences in 1989.

Trygve Haavelmo — main illustration
Trygve Haavelmo — illustration

Key takeaways

  • Trygve Haavelmo belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Trygve Haavelmo to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Trygve Haavelmo from memory before moving on to harder problems.

Reference excerpt

Trygve Magnus Haavelmo (13 December 1911 – 28 July 1999), born in Skedsmo, Norway, was an economist whose research interests centered on econometrics. He received the Nobel Memorial Prize in Economic Sciences in 1989.

Biography After attending Oslo Cathedral School, Haavelmo received a degree in economics from the University of Oslo in 1930 and eventually joined the Institute of Economics with the recommendation of Ragnar Frisch. Haavelmo was Frisch's assistant for a period of time until he was appointed as head of computations for the institute. In 1936, Haavelmo studied statistics at University College London while he subsequently traveled to Berlin, Geneva, and Oxford for additional studies. Haavelmo assumed a lecturing position at the University of Aarhus in 1938 for one year and then in the subsequent year was offered an academic scholarship to travel abroad and study in the United States. During World War II he worked with Nortraship in the Statistical Department in New York City. He received his PhD in 1946 from Oslo University for his work on The Probability Approach in Econometrics which he had completed while at Harvard in 1941. He was a professor of economics and statistics at the University of Oslo between 1948–79 and was the trade department head of division from 1947 to 1948. In 1989, Haavelmo was awarded the Nobel Prize in Economics "for his clarification of the probability theory foundations of econometrics and his analyses of simultaneous economic structures." Haavelmo resided at Østerås in Bærum. He died on 28 July 1999 in Oslo.

Legacy Judea Pearl wrote "Haavelmo was the first to recognize the capacity of economic models to guide policies" and "presented a mathematical procedure that takes an arbitrary model and produces quantitative answers to policy questions". According to Pearl, "Haavelmo's paper, 'The Statistical Implications of a System of Simultaneous Equations', marks a pivotal turning point, not in the statistical implications of econometric models, as historians typically presume, but in their causal counterparts." Haavelmo's idea that an economic model depicts a series of hypothetical experiments and that policies can be simulated by modifying equations in the model became the basis of all currently used formalisms of econometric causal inference." (The biostatistics and epidemiology literature on causal inference draws from different sources.) It was first operationalized by Robert H. Strotz and Herman Wold (1960) who advocated "wiping out" selected equations, and then translated into graphical models as "wiping out" incoming arrows. This operation has subsequently led to Pearl's "do"-calculus and to a mathematical theory of counterfactuals in econometric models. Pearl further speculates that the reason economists do not generally appreciate these revolutionary contributions of Haavelmo is because economists themselves have still not reached consensus of what an economic model stands for, as attested by profound disagreements among econometric textbooks.

References

Further reading Henderson, David R., ed. (2008). "Trygve Haavelmo (1911–1999)". The Concise Encyclopedia of Economics. Library of Economics and Liberty (2nd ed.). Liberty Fund. pp. 538–39. ISBN 978-0865976665.

External links

List of publications Trygve Haavelmo on Nobelprize.org including the Nobel Lecture on 7 December 1989 Econometrics and the Welfare State Model Discovery and Trygve Haavelmo's Legacy by David F. Hendry and Søren Johansen.] Trygve Haavelmo Growth Model by Elmer G. Wiens Pearl, Judea (2014). "Trygve Haavelmo and the Emergence of Causal Calculus" (PDF). Forthcoming, Econometric Theory, special issue on Haavelmo Centennial. UCLA Computer Science Department, Technical Report R-391. Chen, Bryant; Pearl, Judea (2013). "Regression and Causation: A Critical Examination of Six Econometrics Textbooks" (PDF). Real-World Economics Review. 65: 2–20.

Illustrations

Trygve Haavelmo illustration

Worked examples

Example 1 — a first encounter with Trygve Haavelmo

Start with the simplest possible case. Write down what Trygve Haavelmo claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Trygve Haavelmo before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Trygve Haavelmo ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Trygve Haavelmo

In research
Trygve Haavelmo appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Trygve Haavelmo in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Trygve Haavelmo is common in secondary-school and first-year university syllabi. It links to neighbouring topics 1911 births, 1999 deaths, 20th-century Norwegian economists, so understanding it makes those chapters shorter.
In everyday life
Look for Trygve Haavelmo outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Trygve Haavelmo in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Trygve Haavelmo means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Trygve Haavelmo out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Trygve Haavelmo in simple terms?

Trygve Magnus Haavelmo (13 December 1911 – 28 July 1999), born in Skedsmo, Norway, was an economist whose research interests centered on econometrics. He received the Nobel Memorial Prize in Economic Sciences in 1989.

Why does Trygve Haavelmo matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Trygve Haavelmo?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Trygve Haavelmo.

Tags

  • 1911 births
  • 1999 deaths
  • 20th-century Norwegian economists
  • 20th-century statisticians
  • Alumni of University College London
  • Econometricians
  • Fellows of the Econometric Society
  • Keynesians
  • Neo-Keynesian economists
  • Nobel laureates in Economics
  • Nortraship people
  • Norwegian Nobel laureates

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