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Mathematical statistics with applications in R
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Description
Rating
Title
Mathematical
statistics
with
applications
in
R
Creator
Ramachandran, K. M.
Tsokos, Chris P.
Description
2nd ed.
DescriptionAbstract
Mathematical
Statistics
with
Applications
,
Second
Edition
,
gives
an
uptodate
introduction
to the
theory
of
statistics
with a
wealth
of
realworld
applications
that will
help
students
approach
statistical
problem
solving
in a
logical
manner
. The
book
introduces
many
modern
statistical
computational
and
simulation
concepts
that are not
covered
in
other
texts
;
such
as the
Jackknife
,
bootstrap
methods
, the
EM
algorithms
, and
Markov
chain
Monte
Carlo
(MCMC)
methods
such
as the
Metropolis
algorithm
,
MetropolisHastings
algorithm
and the
Gibbs
sampler
.
Goodness
of
fit
methods
are
included
to
identify
the
probability
distribution
that
characterizes
the
probabilistic
behavior
or a
given
set
of
data
.
Engineering
students
,
especially
, will
find
these
methods
to be
very
important
in their
studies
.
Publisher
Academic Press, imprint of Elsevier
Subject
Mathematical statistics
Mathematical statistics  Data processing
R (Computer program language)
Identifier (Full text)
http://www.sciencedirect.com/science/book/9780124171138
ISBN
012417132X
(electronic
bk.)
;
9780124171329
(electronic
bk.)
;
9780124171138
;
0124171133
Language
eng
Type
Text
FormatExtent
1 online resource (xxiii, 800 p.)
Date
2015
Purchased by
Puey
Ungphakorn
Library
,
Rangsit
Campus
OCLC number
982136083
CONTENTdm number
14772
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