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Matrix Differential Calculus with Applications in Statistics and Econometrics, Third Edition (Hardcover, 3rd Edition)
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Matrix Differential Calculus with Applications in Statistics and Econometrics, Third Edition (Hardcover, 3rd Edition)
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A brand new, fully updated edition of a popular classic on matrix
differential calculus with applications in statistics and
econometrics This exhaustive, self-contained book on matrix theory
and matrix differential calculus provides a treatment of matrix
calculus based on differentials and shows how easy it is to use
this theory once you have mastered the technique. Jan Magnus, who,
along with the late Heinz Neudecker, pioneered the theory, develops
it further in this new edition and provides many examples along the
way to support it. Matrix calculus has become an essential tool for
quantitative methods in a large number of applications, ranging
from social and behavioral sciences to econometrics. It is still
relevant and used today in a wide range of subjects such as the
biosciences and psychology. Matrix Differential Calculus with
Applications in Statistics and Econometrics, Third Edition contains
all of the essentials of multivariable calculus with an emphasis on
the use of differentials. It starts by presenting a concise, yet
thorough overview of matrix algebra, then goes on to develop the
theory of differentials. The rest of the text combines the theory
and application of matrix differential calculus, providing the
practitioner and researcher with both a quick review and a detailed
reference. Fulfills the need for an updated and unified treatment
of matrix differential calculus Contains many new examples and
exercises based on questions asked of the author over the years
Covers new developments in field and features new applications
Written by a leading expert and pioneer of the theory Part of the
Wiley Series in Probability and Statistics Matrix Differential
Calculus With Applications in Statistics and Econometrics Third
Edition is an ideal text for graduate students and academics
studying the subject, as well as for postgraduates and specialists
working in biosciences and psychology.
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