Herman Wold, 1908-1992
Norwegian-born Swedisih
econometrician and statistician whose work on time series and
recursive systems is well known. Herman Ole Andreas Wold is perhaps most
famous for the "Wold decomposition" separating stationary time
series into a deterministic component and random component.
He introduced this theorem in his 1938 thesis at Stockholm University (Ragnar
Frisch, one of the examiners, disputed it
vigorously in the thesis defense). Wold stayed on at Stockholm
University until 1942, when he was appointed professor of statistics at
Uppsala, where he would remain until 1970, rounding off his career at
Gothenburg.
Hermann Wold's work on the methodology of econometrics,
in particular the issue of causality and identification (e.g. 1954, 1956, 1963, 1982), are
also important contributions. One of Wold's best known pieces remains his 1943-4 series of
articles on "Pure Demand Analysis", which synthesizes and integrates the various
strands of preference-based demand theory into the comprehensive Neoclassical theory we
are familiar with today.
Wold is also celebrated for have introduced the "partial
least squares" (PLS) method in 1966. Although its early
applications were mostly in chemical sciences, it has since become part
of the toolkit of social scientists.
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Major Works of Herman Wold
- A Study in the Analysis of Stationary Time Series, 1938.
- "A Synthesis of Pure Demand Analysis, I-III", 1943-44, Skandinavisk
Aktuarskrift.
- Demand Analysis: A study in econometrics, with L. Jureen, 1952.
- "Causality and Econometrics", 1954, Econometrica.
- "Causal Inference from Observational Data: A review of ends and means", 1956, JRSS.
- "On the Consistency of Least Squares Regression", 1963, Sandkhya.
- Editor, Bibliography on Time Series and Stochastic Processes, 1966.
- "Estimation of principal components and related models by iterative
least squares", 1966, in P.R. Krishnaiaah, editor, Multivariate Analysis.
- "Model Construction and Evaluation When Theoretical Knowledge Is Scarce
Theory and Application of Partial Least Squares" 1980, in J. Kmenta and J.B.
Ramsey, editors, Evaluation of Econometric Models [nber]
- "Models of Knowledge", 1982, in Gani, editor, The Making of Statisticians.
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Resources on Herman Wold
- "Review of Wold's Stationary Analysis, etc." by Jerzy Neyman, 1939,
JRSS [pdf]
- "Review of Wold's Stationary Analysis" by Trygve
Haavelmo, 1938 [pdf]
- "Herman Wold: The ET Interview", 1994, Econometric Theory [pdf]
- "Ekonomporträttet: Herman Wold (1908-1992)"
by Ragnar Bentzel, 1997 [Swedish,
pdf]
- "Herman Wold on optimal properties of exponentially weighed forecasts"
by Harald Lang, 1987 [pdf]
- "Partial Least Squares (PLS) Methods: Origins, evolution and application
to social sciences", by Gregoria Mateos-Aparicio Morales" [pdf]
- "The Saga of PLS" by Gaston Sanchez [online]
- Another
picture
- Wikipedia
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All rights reserved, Gonçalo L. Fonseca