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	<title>Abraham Wald - Revision history</title>
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		<title>JulianaThurston: enhanced formatting for consistency and added references after review</title>
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		<summary type="html">&lt;p&gt;enhanced formatting for consistency and added references after review&lt;/p&gt;
&lt;a href=&quot;//en.bharatpedia.org/w/index.php?title=Abraham_Wald&amp;amp;diff=469654&amp;amp;oldid=127696&quot;&gt;Show changes&lt;/a&gt;</summary>
		<author><name>JulianaThurston</name></author>
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		<title>132.62.172.114: researching years→research career</title>
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		<updated>2021-06-22T21:24:05Z</updated>

		<summary type="html">&lt;p&gt;researching years→research career&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;{{Infobox scientist&lt;br /&gt;
|name              = Abraham Wald&lt;br /&gt;
|image             = Abraham Wald in his youth.jpg&lt;br /&gt;
|image_size       =&lt;br /&gt;
|caption           = A young Wald&lt;br /&gt;
|birth_date        = {{birth date|1902|10|31}}&lt;br /&gt;
|birth_place       = [[Cluj-Napoca|Kolozsvár]], [[Kingdom of Hungary]]&lt;br /&gt;
|death_date        = {{death date and age|1950|12|13|1902|10|31}}&lt;br /&gt;
|death_place       = [[Nilgiri Mountains]], [[India]]&lt;br /&gt;
|residence         =&lt;br /&gt;
|citizenship       =&lt;br /&gt;
|nationality       = [[Hungary|Hungarian]]&lt;br /&gt;
|field             = [[Mathematics]]&amp;lt;br /&amp;gt; [[Statistics]] &amp;lt;br /&amp;gt; [[Mathematical economics|Economics]]&lt;br /&gt;
|work_institutions = [[Columbia University]] &amp;lt;br /&amp;gt; [[Cowles Commission for Research in Economics]]&lt;br /&gt;
|alma_mater        = [[Babeș-Bolyai University|King Ferdinand I University]]&amp;lt;br/&amp;gt;[[University of Vienna]]&lt;br /&gt;
|doctoral_advisor  = [[Karl Menger]]&lt;br /&gt;
|doctoral_students = [[Herman Chernoff]]&amp;lt;br /&amp;gt;[[Milton Sobel]] &amp;lt;br /&amp;gt; [[Charles Stein (statistician)|Charles Stein]] &amp;lt;br /&amp;gt; &lt;br /&gt;
|known_for         = [[Wald&amp;#039;s equation]] &amp;lt;br /&amp;gt; [[Wald test]] &amp;lt;br /&amp;gt; [[Wald distribution]] &amp;lt;br /&amp;gt; [[Wald–Wolfowitz runs test]] &amp;lt;br /&amp;gt; [[Wald&amp;#039;s martingale]] &amp;lt;br /&amp;gt; [[Wald&amp;#039;s maximin model]] &amp;lt;br /&amp;gt; [[Mann–Wald theorem]] &amp;lt;br /&amp;gt; [[Decision theory]] &amp;lt;br&amp;gt; [[Sequential analysis]] &amp;lt;br /&amp;gt; [[Sequential probability ratio test]]&lt;br /&gt;
|author_abbrev_bot =&lt;br /&gt;
|author_abbrev_zoo =&lt;br /&gt;
|influences        = [[Oskar Morgenstern]] &amp;lt;br /&amp;gt; [[John von Neumann]] &amp;lt;br /&amp;gt; [[Harold Hotelling]] &amp;lt;br /&amp;gt; [[Milton Friedman]] &amp;lt;br /&amp;gt; [[Jerzy Neyman]]&lt;br /&gt;
|influenced        = [[Aryeh Dvoretzky]] &amp;lt;br /&amp;gt; [[Jacob Wolfowitz]] &amp;lt;!-- &amp;lt;br /&amp;gt; [[Jack Carl Kiefer]] --&amp;gt;&lt;br /&gt;
[[John Denis Sargan]], [[Alok Bhargava]]&lt;br /&gt;
|prizes            =&lt;br /&gt;
|footnotes         =&lt;br /&gt;
|children          = [[Robert Wald]]&lt;br /&gt;
|signature         =&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;Abraham Wald&amp;#039;&amp;#039;&amp;#039; ({{IPAc-en|w|ɔː|l|d}}; {{lang-hu|Wald Ábrahám}}, {{lang-yi|אברהם וואַלד}}; {{birth date|1902|10|31|df=y}}&amp;amp;nbsp;– {{death date|1950|12|13|df=y}}) was a [[Hungarian/Hungarian Jewish]] [[mathematician]] who contributed to [[decision theory]], [[geometry]], and [[econometrics]], and founded the field of [[statistical]] [[sequential analysis]].&amp;lt;ref name=Morgenstern1951&amp;gt;{{cite journal&lt;br /&gt;
 | doi = 10.2307/1907462&lt;br /&gt;
 | author = Morgenstern, Oskar&lt;br /&gt;
 | author-link = Oskar Morgenstern&lt;br /&gt;
 | journal = Econometrica&lt;br /&gt;
 | volume = 19&lt;br /&gt;
 | issue = 4&lt;br /&gt;
 | pages = 361–367&lt;br /&gt;
 | year = 1951&lt;br /&gt;
 | title = Abraham Wald, 1902–1950&lt;br /&gt;
 | publisher = Econometrica, Vol. 19, No. 4&lt;br /&gt;
 | jstor = 1907462&lt;br /&gt;
}}&amp;lt;/ref&amp;gt; One of the well known statistical works of his during [[World War II|World War 2]] was how to minimize the damage to bomber aircraft taking into account the [[survivorship bias]] in his calculations.&amp;lt;ref&amp;gt;https://www.researchgate.net/publication/254286514_Abraham_Wald&amp;#039;s_Work_on_Aircraft_Survivability&amp;lt;/ref&amp;gt; He spent his research career at [[Columbia University]].&lt;br /&gt;
&lt;br /&gt;
== Life and career ==&lt;br /&gt;
[[File:Abraham Wald.jpg|thumb|left|upright|Photograph of Abraham Wald from the Mathematisches Forschungsinstitut Oberwolfach.]]&lt;br /&gt;
Wald was born on 31 October 1902 in [[Cluj-Napoca|Kolozsvár]], [[Transylvania]], in the [[Kingdom of Hungary]]. A religious [[Jew]], he did not attend school on Saturdays, as was required at the time by the Hungarian school system, and was thus [[home-school]]ed by his parents until college.&amp;lt;ref name=Morgenstern1951/&amp;gt; His parents were quite knowledgeable and competent as teachers.&amp;lt;ref&amp;gt;{{MacTutor Biography|id=Wald}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
In 1928, he graduated in mathematics from the [[Babeș-Bolyai University|King Ferdinand I University]].&amp;lt;ref&amp;gt;Anuarul Universității Regele Ferdinand I pe anul școlar 1927/28. p. 187.  [http://documente.bcucluj.ro/web/bibdigit/periodice/anuaruluniversitatiidincluj/1927-1928/BCUCLUJ_FP_452283_1_1927_1928_007_0001.pdf Online access], University Library in Cluj, Romania.&amp;lt;/ref&amp;gt;&lt;br /&gt;
In 1927, he entered graduate school at the [[University of Vienna]], from which he graduated in 1931 with a Ph.D. in mathematics. His advisor there was [[Karl Menger]].&amp;lt;ref name=Morgenstern1951/&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Despite Wald&amp;#039;s brilliance, he could not obtain a university position because of Austrian discrimination against Jews. However, [[Oskar Morgenstern]] created a position for Wald in economics. When Nazi Germany [[Anschluss|annexed Austria]] in 1938, the discrimination against Jews intensified. In particular, Wald and his family were persecuted as Jews. Wald was able to emigrate to the United States, at the invitation of the [[Cowles Commission for Research in Economics]], to work on econometrics research.&amp;lt;ref name=Morgenstern1951/&amp;gt;&lt;br /&gt;
&lt;br /&gt;
During World War II, Wald was a member of the [[The Statistical Research Group of World War II|Statistical Research Group]] (SRG) at [[Columbia University]], where he applied his statistical skills to various wartime problems.&amp;lt;ref&amp;gt;Wallis, W. Allen. &amp;quot;The Statistical Research Group, 1942-1945.&amp;quot; Journal of the American Statistical Association 75, no. 370 (1980): 320-30. doi:10.2307/2287451.&amp;lt;/ref&amp;gt; These included methods of sequential analysis and sampling inspection.&amp;lt;ref&amp;gt;{{cite journal|doi=10.1080/01621459.1980.10477469 | volume=75 | issue=370 | title=The Statistical Research Group, 1942–1945 | journal=Journal of the American Statistical Association | pages=320–330| year=1980 | last1=Wallis | first1=W. Allen }}&amp;lt;/ref&amp;gt; One of the problems that the SRG worked on was to examine the distribution of [[Survivorship bias#In the military|damage to aircraft returning after flying missions]] so as to provide advice on how to minimize bomber losses to enemy fire. Wald derived a useful means of estimating the damage distribution for all aircraft that flew from the data on the damage distribution of all aircraft that returned.&amp;lt;ref name=Mangel1984&amp;gt;{{cite journal&lt;br /&gt;
|title=Abraham Wald&amp;#039;s work on aircraft survivability&lt;br /&gt;
|last1=Mangel&lt;br /&gt;
|first1=Marc&lt;br /&gt;
|last2=Samaniego&lt;br /&gt;
|first2=Francisco&lt;br /&gt;
|journal=Journal of the American Statistical Association&lt;br /&gt;
|date=June 1984&lt;br /&gt;
|volume=79&lt;br /&gt;
|issue=386&lt;br /&gt;
|pages=259–267&lt;br /&gt;
|jstor=2288257&lt;br /&gt;
|doi=10.2307/2288257&lt;br /&gt;
}} [http://people.ucsc.edu/~msmangel/Wald.pdf Reprint on author&amp;#039;s web site]&amp;lt;/ref&amp;gt;&amp;lt;ref name=Wald1943&amp;gt;Wald, Abraham. (1943). &amp;#039;&amp;#039;A Method of Estimating Plane Vulnerability Based on Damage of Survivors&amp;#039;&amp;#039;. Statistical Research Group, Columbia University. &amp;#039;&amp;#039;[http://oai.dtic.mil/oai/oai?verb=getRecord&amp;amp;metadataPrefix=html&amp;amp;identifier=ADA091073 CRC 432&amp;amp;nbsp;— reprint from July 1980] {{Webarchive|url=https://web.archive.org/web/20151210211957/http://oai.dtic.mil/oai/oai?verb=getRecord&amp;amp;metadataPrefix=html&amp;amp;identifier=ADA091073 |date=2015-12-10 }}&amp;#039;&amp;#039;. Center for Naval Analyses.&amp;lt;/ref&amp;gt; &amp;lt;ref&amp;gt;{{cite book |last1=Wald |first1=Abraham |title=&amp;#039;A Method of Estimating Plane Vulnerability Based on Damage of Survivors |date=1980-07-01 |publisher=discover.dtic.mil |edition=ADA091073 |url=https://apps.dtic.mil/sti/citations/ADA091073}}&amp;lt;/ref&amp;gt; His work is considered seminal in the then-fledgling discipline of [[operational research]].&lt;br /&gt;
&lt;br /&gt;
Wald and his wife died in 1950 when the Air India plane (VT-CFK, a DC-3 aircraft&amp;lt;ref&amp;gt;[https://aviation-safety.net/database/record.php?id=19501213-1 Incident]&amp;lt;/ref&amp;gt;) in which they were travelling crashed near the [[Rangaswamy_Peak_and_Pillar|Rangaswamy Pillar]] in northern part of the [[Nilgiri Mountains]], in southern India, while on an extensive lecture tour at the invitation of the Indian government.&amp;lt;ref name=Morgenstern1951/&amp;gt; He had visited the [[Indian Statistical Institute]] at Calcutta and was to attend the Indian Science Congress at Bangalore in January. Their two children were back at home in the United States.&amp;lt;ref&amp;gt;{{cite news|url=http://spectatorarchive.library.columbia.edu/cgi-bin/columbia?a=d&amp;amp;d=cs19501215-01|title=Prof. Wald Reported Among Victims of India Plane Crash|date=15 December 1950|newspaper=Columbia Daily Spectator|access-date=2018-02-08|issue=52|volume=XCV|page=1}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Following his death, Wald was criticized by Sir [[Ronald A. Fisher]] [[Fellow of the Royal Society|FRS]]. Fisher attacked Wald for being a mathematician without scientific experience who had written an incompetent book on statistics. Fisher particularly criticized Wald&amp;#039;s work on the design of experiments, alleging ignorance of the basic ideas of the subject, as set out by Fisher and [[Frank Yates]].&amp;lt;ref name=Fisher1955&amp;gt;{{cite journal&lt;br /&gt;
|title=Statistical methods and scientific induction&lt;br /&gt;
|author-link=Ronald A. Fisher |first=Ronald |last=Fisher&lt;br /&gt;
|journal=Journal of the Royal Statistical Society, Series B&lt;br /&gt;
|volume=17&lt;br /&gt;
|year=1955&lt;br /&gt;
|pages=69–78&lt;br /&gt;
|jstor=2983785&lt;br /&gt;
|issue=1&lt;br /&gt;
}} (criticism of statistical theories of [[Jerzy Neyman]] and Abraham Wald)&amp;lt;/ref&amp;gt; Wald&amp;#039;s work was defended by [[Jerzy Neyman]] in the following year. Neyman explained Wald&amp;#039;s work, particularly with respect to the design of experiments.&amp;lt;ref name=Neyman1956&amp;gt;{{cite journal&lt;br /&gt;
|title=Note on an Article by Sir Ronald Fisher&lt;br /&gt;
|author-link=Jerzy Neyman |first=Jerzy |last=Neyman&lt;br /&gt;
|journal=Journal of the Royal Statistical Society, Series B&lt;br /&gt;
|volume=18&lt;br /&gt;
|year=1956&lt;br /&gt;
|pages=288–294&lt;br /&gt;
|jstor=2983716&lt;br /&gt;
|issue=2&lt;br /&gt;
}} (reply to Fisher 1955)&amp;lt;/ref&amp;gt;&lt;br /&gt;
[[Lucien Le Cam]] credits him in his own book, &amp;#039;&amp;#039;Asymptotic Methods in Statistical Decision Theory&amp;#039;&amp;#039;: &amp;quot;The ideas and techniques used reflect first and foremost the influence of Abraham Wald&amp;#039;s writings&amp;quot;.&amp;lt;ref name=LeCam1986&amp;gt;{{cite book&lt;br /&gt;
|title=Asymptotic Methods in Statistical Decision Theory&lt;br /&gt;
|author-link=Lucien Le Cam |first=Lucien |last=Le Cam&lt;br /&gt;
|year=1986&lt;br /&gt;
|pages=xiii&lt;br /&gt;
}} (Le Cam 1986)&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
Abraham Wald was the father of noted American physicist [[Robert Wald]].&lt;br /&gt;
&lt;br /&gt;
== Notable publications ==&lt;br /&gt;
For a complete list, see {{citation&lt;br /&gt;
 | year = 1952&lt;br /&gt;
 | title = The Publications of Abraham Wald&lt;br /&gt;
 | journal = Annals of Mathematical Statistics&lt;br /&gt;
 | volume = 23&lt;br /&gt;
 | issue = 1&lt;br /&gt;
 | pages = 29–33&lt;br /&gt;
 | doi = 10.1214/aoms/1177729483&lt;br /&gt;
 | doi-access = free&lt;br /&gt;
 }}&lt;br /&gt;
* {{citation&lt;br /&gt;
 | doi = 10.2307/1906982&lt;br /&gt;
 | first = Abraham&lt;br /&gt;
 | last = Wald&lt;br /&gt;
 | author-mask = 1&lt;br /&gt;
 | ref = none&lt;br /&gt;
 | journal = Econometrica&lt;br /&gt;
 | volume = 7&lt;br /&gt;
 | issue = 4&lt;br /&gt;
 | pages = 319–331&lt;br /&gt;
 | year = 1939&lt;br /&gt;
 | title = A New Formula for the Index of Cost of Living&lt;br /&gt;
 | publisher = Econometrica, Vol. 7, No. 4&lt;br /&gt;
 | jstor = 1906982&lt;br /&gt;
}}&lt;br /&gt;
* {{citation&lt;br /&gt;
 | doi=10.1214/aoms/1177732144&lt;br /&gt;
 | first=Abraham&lt;br /&gt;
 | last=Wald &lt;br /&gt;
 | author-mask = 1&lt;br /&gt;
 | ref = none|journal=Annals of Mathematical Statistics&lt;br /&gt;
 | volume=10&lt;br /&gt;
 | issue=4&lt;br /&gt;
 | pages=299–326&lt;br /&gt;
 | year=1939&lt;br /&gt;
 | title=Contributions to the Theory of Statistical Estimation and Testing Hypotheses&lt;br /&gt;
 | url=https://projecteuclid.org/download/pdf_1/euclid.aoms/1177732144&lt;br /&gt;
 | doi-access=free}}&lt;br /&gt;
* {{citation&lt;br /&gt;
 | doi = 10.1214/aoms/1177731868&lt;br /&gt;
 | first = Abraham&lt;br /&gt;
 | last = Wald &lt;br /&gt;
 | author-mask = 1&lt;br /&gt;
 | ref = none&lt;br /&gt;
 | journal = Annals of Mathematical Statistics&lt;br /&gt;
 | volume = 11&lt;br /&gt;
 | issue = 3&lt;br /&gt;
 | pages = 284–300&lt;br /&gt;
 | year = 1940&lt;br /&gt;
 | title = The Fitting of Straight Lines if Both Variables Are Subject to Error&lt;br /&gt;
 | doi-access = free&lt;br /&gt;
 }}&lt;br /&gt;
* {{citation&lt;br /&gt;
 | first = Abraham&lt;br /&gt;
 | last = Wald &lt;br /&gt;
 | author-mask = 1&lt;br /&gt;
 | ref = none&lt;br /&gt;
 | title = Sequential Tests of Statistical Hypotheses&lt;br /&gt;
 | journal = The Annals of Mathematical Statistics&lt;br /&gt;
 | volume = 16&lt;br /&gt;
 | issue = 2&lt;br /&gt;
 | date=June 1945&lt;br /&gt;
 | pages = 117–186&lt;br /&gt;
 | doi = 10.1214/aoms/1177731118&lt;br /&gt;
 | doi-access = free&lt;br /&gt;
 }}&lt;br /&gt;
* {{Cite book&lt;br /&gt;
 | first = Abraham&lt;br /&gt;
 | last = Wald &lt;br /&gt;
 | author-mask = 1&lt;br /&gt;
 | ref = none&lt;br /&gt;
 | title = Sequential Analysis&lt;br /&gt;
 | year = 1947&lt;br /&gt;
 | publisher = [[John Wiley and Sons]]&lt;br /&gt;
 | location = [[New York City|New York]]&lt;br /&gt;
 | isbn = 0-471-91806-7&lt;br /&gt;
 | quote = See Dover reprint: {{isbn|0-486-43912-7}}&lt;br /&gt;
}}&lt;br /&gt;
* {{cite book&lt;br /&gt;
 | first=Abraham&lt;br /&gt;
 | last=Wald &lt;br /&gt;
 | author-mask = 1&lt;br /&gt;
 | ref = none&lt;br /&gt;
 | title=Statistical Decision Functions&lt;br /&gt;
 | year=1950&lt;br /&gt;
 | publisher=[[John Wiley and Sons]], New York; [[Chapman and Hall]], London&lt;br /&gt;
 | page=ix+179&lt;br /&gt;
}}&amp;lt;ref&amp;gt;{{citation|author=Robbins, Herbert|author-link=Herbert Robbins|title=Review: A. Wald, &amp;#039;&amp;#039;Statistical decision functions&amp;#039;&amp;#039;|journal=Bull. Amer. Math. Soc.|year=1951|volume=57|issue=5|pages=383–384|url=http://projecteuclid.org/euclid.bams/1183516235|doi=10.1090/S0002-9904-1951-09520-8|doi-access=free}}&amp;lt;/ref&amp;gt;&lt;br /&gt;
&lt;br /&gt;
== References ==&lt;br /&gt;
{{Reflist}}&lt;br /&gt;
&lt;br /&gt;
== Further reading ==&lt;br /&gt;
* {{cite journal&lt;br /&gt;
 | author = Wolfowitz, Jacob&lt;br /&gt;
 | author-link = Jacob Wolfowitz&lt;br /&gt;
 | year = 1952&lt;br /&gt;
 | title = Abraham Wald, 1902–1950&lt;br /&gt;
 | journal = Annals of Mathematical Statistics&lt;br /&gt;
 | volume = 23&lt;br /&gt;
 | issue = 1&lt;br /&gt;
 | pages = 1–13&lt;br /&gt;
 | doi = 10.1214/aoms/1177729480&lt;br /&gt;
| doi-access = free&lt;br /&gt;
 }}&lt;br /&gt;
* {{Cite web|title=AMS :: Feature Column :: The Legend of Abraham Wald|url=http://www.ams.org/publicoutreach/feature-column/fc-2016-06|website=American Mathematical Society|language=en|access-date=2020-05-29}}&lt;br /&gt;
&lt;br /&gt;
== External links ==&lt;br /&gt;
* {{MathGenealogy|id=36887}}&lt;br /&gt;
&lt;br /&gt;
{{Authority control}}&lt;br /&gt;
&lt;br /&gt;
{{DEFAULTSORT:Wald, Abraham}}&lt;br /&gt;
[[Category:1902 births]]&lt;br /&gt;
[[Category:1950 deaths]]&lt;br /&gt;
[[Category:Scientists from Cluj-Napoca]]&lt;br /&gt;
[[Category:Austro-Hungarian Jews]]&lt;br /&gt;
[[Category:Jewish emigrants from Austria to the United States after the Anschluss]]&lt;br /&gt;
[[Category:Presidents of the Institute of Mathematical Statistics]]&lt;br /&gt;
[[Category:Fellows of the American Statistical Association]]&lt;br /&gt;
[[Category:American statisticians]]&lt;br /&gt;
[[Category:Hungarian statisticians]]&lt;br /&gt;
[[Category:Econometricians]]&lt;br /&gt;
&amp;lt;!-- [[Category:Mathematical analysts]] --&amp;gt;&lt;br /&gt;
[[Category:20th-century American mathematicians]]&lt;br /&gt;
[[Category:Columbia University faculty]]&lt;br /&gt;
[[Category:Jewish American scientists]]&lt;br /&gt;
[[Category:Victims of aviation accidents or incidents in India]]&lt;br /&gt;
[[Category:Hungarian mathematicians]]&lt;br /&gt;
[[Category:Babeș-Bolyai University alumni]]&lt;br /&gt;
[[Category:University of Vienna alumni]]&lt;br /&gt;
[[Category:Mathematical economists]]&lt;br /&gt;
[[Category:Hungarian operations researchers]]&lt;br /&gt;
[[Category:Functional analysts]]&lt;br /&gt;
[[Category:American operations researchers]]&lt;br /&gt;
[[Category:20th-century economists]]&lt;br /&gt;
[[Category:Fellows of the Econometric Society]]&lt;br /&gt;
[[Category:Austro-Hungarian mathematicians]]&lt;/div&gt;</summary>
		<author><name>132.62.172.114</name></author>
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