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Anil Kumar Bhattacharyya ( bn, অনিল কুমার ভট্টাচার্য) (1 April 1915 – 17 July 1996) was an Indian
statistician A statistician is a person who works with theoretical or applied statistics. The profession exists in both the private and public sectors. It is common to combine statistical knowledge with expertise in other subjects, and statisticians may wor ...
who worked at the
Indian Statistical Institute Indian Statistical Institute (ISI) is a higher education and research institute which is recognized as an Institute of National Importance by the 1959 act of the Indian parliament. It grew out of the Statistical Laboratory set up by Prasanta C ...
in the 1930s and early 40s. He made fundamental contributions to
multivariate statistics Multivariate statistics is a subdivision of statistics encompassing the simultaneous observation and analysis of more than one outcome variable. Multivariate statistics concerns understanding the different aims and background of each of the dif ...
, particularly for his measure of similarity between two multinomial distributions, known as the
Bhattacharyya coefficient In statistics, the Bhattacharyya distance measures the similarity of two probability distributions. It is closely related to the Bhattacharyya coefficient which is a measure of the amount of overlap between two statistical samples or populations. ...
, based on which he defined a
metric Metric or metrical may refer to: * Metric system, an internationally adopted decimal system of measurement * An adjective indicating relation to measurement in general, or a noun describing a specific type of measurement Mathematics In mathema ...
, the
Bhattacharyya distance In statistics, the Bhattacharyya distance measures the similarity of two probability distributions. It is closely related to the Bhattacharyya coefficient which is a measure of the amount of overlap between two statistical samples or populations. ...
. This measure is widely used in comparing statistical samples in biology, physics, computer science, etc. Distance between statistical distributions had been addressed in 1936 by Mahalanobis, who proposed the D2 metric, now known as
Mahalanobis distance The Mahalanobis distance is a measure of the distance between a point ''P'' and a distribution ''D'', introduced by P. C. Mahalanobis in 1936. Mahalanobis's definition was prompted by the problem of identifying the similarities of skulls based ...
. Subsequently, Bhattacharyya defined a cosine metric for distance between distributions, in a
Calcutta Mathematical Society The Calcutta Mathematical Society (CalMathSoc) is an association of professional mathematicians dedicated to the interests of mathematical research and education in India. The Society has its head office located at Kolkata, India. History C ...
paper in 1943, expanding on some of the results in another paper in
Sankhya ''Samkhya'' or ''Sankya'' (; Sanskrit सांख्य), IAST: ') is a dualistic school of Indian philosophy. It views reality as composed of two independent principles, ''puruṣa'' ('consciousness' or spirit); and ''prakṛti'', (nature ...
in 1946. Bhattacharyya's two major research concerns were the measurement of divergence between two probability distributions and the setting of lower bounds to the variance of an unbiased estimator.


Life

Bhattacharyya was born to Bhavanath and Lilavati, sometime in March–April 1915 (in the month Chaitra
Bengali Bengali or Bengalee, or Bengalese may refer to: *something of, from, or related to Bengal, a large region in South Asia * Bengalis, an ethnic and linguistic group of the region * Bengali language, the language they speak ** Bengali alphabet, the w ...
: চৈত্র of the year 1321, the exact date is not known) at
Bhatpara Bhatpara is a city and a municipality of North 24 Parganas district in the Indian state of West Bengal. It is a part of the area covered by Kolkata Metropolitan Development Authority (KMDA). Overview Bhatpara is situated on the bank of Hoogh ...
in the district of
24 Parganas 24 Parganas district (''cabbiś pargaṇā jēlā'') is a former district of the Indian state of West Bengal. The district was split into two districts — North 24 Parganas district and South 24 Parganas district, with effect from 1 March 1 ...
of
West Bengal West Bengal (, Bengali: ''Poshchim Bongo'', , abbr. WB) is a state in the eastern portion of India. It is situated along the Bay of Bengal, along with a population of over 91 million inhabitants within an area of . West Bengal is the fourt ...
. He passed the
Matriculation Examination A matriculation examination or matriculation exam is a university entrance examination, which is typically held towards the end of secondary school. After passing the examination, a student receives a school leaving certificate recognising academi ...
of
Calcutta University The University of Calcutta (informally known as Calcutta University; CU) is a public collegiate state university in India, located in Kolkata, West Bengal, India. Considered one of best state research university all over India every year, C ...
in 1932 and I. Sc. Examination in 1934 from Hooghly Mohshin College. In 1936 he ranked first in the First Class at the B.A./B.Sc. examination from the same college and went over to the renowned
Science College Science Colleges were introduced in 2002 as part of the now defunct Specialist Schools Programme in the United Kingdom. The system enabled secondary schools to specialise in certain fields, in this case, science and mathematics. Schools that suc ...
,
Calcutta University The University of Calcutta (informally known as Calcutta University; CU) is a public collegiate state university in India, located in Kolkata, West Bengal, India. Considered one of best state research university all over India every year, C ...
for an M.Sc. in Mathematics. Here he had
F. W. Levi Friedrich Wilhelm Daniel Levi (February 6, 1888 – January 1, 1966) was a German mathematician known for his work in abstract algebra, especially torsion-free abelian groups. He also worked in geometry, topology, set theory, and analysis. Early ...
and
Raj Chandra Bose Raj Chandra Bose (19 June 1901 – 31 October 1987) was an Indian American mathematician and statistician best known for his work in design theory, finite geometry and the theory of error-correcting codes in which the class of BCH codes is par ...
as his teachers and passed the M.A. Examination in 1938 with the first rank in the First Class. In 1939, at Levy's suggestion, Bhattacharyya met
P. C. Mahalanobis Prasanta Chandra Mahalanobis OBE, FNA, FASc, FRS (29 June 1893– 28 June 1972) was an Indian scientist and statistician. He is best remembered for the Mahalanobis distance, a statistical measure, and for being one of the members of the fi ...
and joined
Indian Statistical Institute Indian Statistical Institute (ISI) is a higher education and research institute which is recognized as an Institute of National Importance by the 1959 act of the Indian parliament. It grew out of the Statistical Laboratory set up by Prasanta C ...
as an honorary worker.
C R Rao Calyampudi Radhakrishna Rao FRS (born 10 September 1920), commonly known as C. R. Rao, is an Indian-American mathematician and statistician. He is currently professor emeritus at Pennsylvania State University and Research Professor at the Univ ...
, Prasantha Chandra Mahalanobis (1893-1972),
Biographical Memoirs of Fellows of the Royal Society The ''Biographical Memoirs of Fellows of the Royal Society'' is an academic journal on the history of science published annually by the Royal Society. It publishes obituaries of Fellows of the Royal Society. It was established in 1932 as ''Obitu ...
, v.19 (Dec 1973), pp.455-492
In 1941, he was made a part-time lecturer in the newly formed Statistics Department of
Calcutta University The University of Calcutta (informally known as Calcutta University; CU) is a public collegiate state university in India, located in Kolkata, West Bengal, India. Considered one of best state research university all over India every year, C ...
, headed by
Mahalanobis Prasanta Chandra Mahalanobis OBE, FNA, FASc, FRS (29 June 1893– 28 June 1972) was an Indian scientist and statistician. He is best remembered for the Mahalanobis distance, a statistical measure, and for being one of the members of the fi ...
. Here he had
C. R. Rao Calyampudi Radhakrishna Rao FRS (born 10 September 1920), commonly known as C. R. Rao, is an Indian-American mathematician and statistician. He is currently professor emeritus at Pennsylvania State University and Research Professor at the Un ...
, H. K. Nandi and T. P. Choudhury, as his students. He went to
Patna Patna ( ), historically known as Pataliputra, is the capital and largest city of the state of Bihar in India. According to the United Nations, as of 2018, Patna had a population of 2.35 million, making it the 19th largest city in India. ...
to take up the job of Statistical Officer of
Bihar Bihar (; ) is a state in eastern India. It is the 2nd largest state by population in 2019, 12th largest by area of , and 14th largest by GDP in 2021. Bihar borders Uttar Pradesh to its west, Nepal to the north, the northern part of West Be ...
Government, in December 1943 and, in 1946, he returned to
Calcutta Kolkata (, or , ; also known as Calcutta , List of renamed places in India#West Bengal, the official name until 2001) is the Capital city, capital of the Indian States and union territories of India, state of West Bengal, on the eastern ba ...
to join
Indian Statistical Institute Indian Statistical Institute (ISI) is a higher education and research institute which is recognized as an Institute of National Importance by the 1959 act of the Indian parliament. It grew out of the Statistical Laboratory set up by Prasanta C ...
as Superintending Statistician (in charge of training). Mahalanobis requested him to concurrently take classes in the Statistics Department of Presidency College. After the post was created, Bhattacharyya was made a whole-time Senior Professor and Head of the Department in 1949. He occupied the post of Senior Professor until his retirement in March 1974, but in 1967 he stepped down from the leadership, apparently piqued by certain moves of the
West Bengal West Bengal (, Bengali: ''Poshchim Bongo'', , abbr. WB) is a state in the eastern portion of India. It is situated along the Bay of Bengal, along with a population of over 91 million inhabitants within an area of . West Bengal is the fourt ...
Government's Education Department. Almost since his retirement from Government service, he had been associated with the Narendrapur
Ramakrishna Mission Residential College Ramakrishna Mission Residential College (Autonomous), Narendrapur is an institute for pursuing undergraduate and postgraduate studies in the Indian state of West Bengal. It is an autonomous college located in Narendrapur, Kolkata. The college ...
as a guest teacher, where a Memorial Scholarship is awarded in his name.


Works

*"A note on Ramamurti's problem of maximal sets", ''Sankhya'', 6 (1942) 189 - 192. *"On a measure of divergence between two statistical populations defined by their probability distributions", ''Bull. Cal. Math. Soc'', 35 (1943) 99 - 109. *"On some sets of sufficient conditions leading to the normal bivariate distribution", ''Sankhya'', 6 (1943) 399 - 406. *"A note on the distribution of the sum of chi-squares", ''Sankhya'', 7 (1945), 27 - 28. In this paper, an expression of the distribution function of sum two dependent Chi-square
random variables A random variable (also called random quantity, aleatory variable, or stochastic variable) is a mathematical formalization of a quantity or object which depends on random events. It is a mapping or a function from possible outcomes (e.g., the po ...
was given in the form of a
convergent series In mathematics, a series is the sum of the terms of an infinite sequence of numbers. More precisely, an infinite sequence (a_0, a_1, a_2, \ldots) defines a series that is denoted :S=a_0 +a_1+ a_2 + \cdots=\sum_^\infty a_k. The th partial sum ...
in
Laguerre polynomials In mathematics, the Laguerre polynomials, named after Edmond Laguerre (1834–1886), are solutions of Laguerre's equation: xy'' + (1 - x)y' + ny = 0 which is a second-order linear differential equation. This equation has nonsingular solutions only ...
. *"On some analogues of the amount of information and their uses in statistical estimation" I, ''Sankhya'', 8 (1946) 1 - 14. *"On some analogues of the amount of information and their uses in statistical estimation" II, ''Sankhya'', 8 (1947) 201 - 218. *"On some analogues of the amount of information and their uses in statistical estimation" III, ''Sankhya'', 8 (1948) 315 - 328. *"On a measure of divergence between two multinomial populations", ''Sankhya'', 7 (1946), 401 - 406. *"Unbiased statistics with minimum variance", ''Proc. Roy. Soc. Edin.'', A, 63 (1950), 69 - 77. *"The theory of regression in statistical population admitting local parameters", ''Bull. Int. Stat. Inst.'', 33, Part II (1951). *"On some uses of the t-distribution in multivariate analysis", ''Sankhya'', 12 (1952), 89 - 104. *"Notes on the use of unbiased and biased statistics in the binomial population", ''Cal. Stat. Assoc. Bull''., 5 (1954), 149 - 164. *"Some uses of the 'amount of information' in the statistical inference", (address of the Sectional President), ''Proc. Ind. Sc. Cong''., 46th Session (1959). *"On a geometrical representation of probability distribution and its use in statistical inference", ''Cal. Stat. Assoc. Bull.'', 40 (1990–91), 23 - 49.


References


External links


Essays on probability and statistics: Festschrift in honour of Professor Anil Kumar Bhattacharyya

Anil Kumar Bhattacharyya (1915-1996): A Reverent Remembrance
by
Pranab K. Sen Pranab Kumar Sen (born 7 November 1937 in Calcutta, India)Curriculum vitae
, retriev ...
{{DEFAULTSORT:Bhattacharyya, Anil Bengali scientists Academic staff of the Indian Statistical Institute Indian statisticians 1915 births 1996 deaths People from Bhatpara University of Calcutta alumni Academic staff of the University of Calcutta 20th-century Indian mathematicians Scientists from West Bengal