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Description
Rating
Title
Philosophy
of
Statistics
.
Contributors
Prasanta S. Bandyopadhyay
DescriptionAbstract
Statisticians
and
philosophers
of
science
have
many
common
interests
but
restricted
communication
with
each
other
. This
volume
aims
to
remedy
this by
providing
research
in the
area
of
philosophy
of
statistics
by
encouraging
experts
to
communicate
with
one
another
without
feeling
'
restricted
' by their
disciplines
.
DescriptionTable Of Contents
Philosophy
of
Statistics
: An
Introduction
/
Malcolm
R
.
Forster

pt
.
I
Probability
&
Statistics

Elementary
Probability
and
Statistics
: A
Primer
/
Steve
Cherry

pt
.
II
Philosophical
Controversies
about
Conditional
Probability

Conditional
Probability
/
Alan
Hajek

The
Varieties
of
Conditional
Probability
/
Kenny
Easwaran

pt
.
III
Four
Paradigms
of
Statistics

Classical
Statistics
Paradigm

Error
Statistics
/
Aris
Spanos

Significance
Testing
/
Davis
Baird

Bayesian
Paradigm

The
Bayesian
DecisionTheoretic
Approach
to
Statistics
/
Paul
Weirich

Modern
Bayesian
Inference
:
Foundations
and
Objective
Methods
/
Jose
M
.
Bernardo

Evidential
Probability
and
Objective
Bayesian
Epistemology
/
Jon
Williamson

Confirmation
Theory
/
James
Hawthorne

Challenges
to
Bayesian
Confirmation
Theory
/
John
D
.
Norton

Bayesianism
as a
Pure
Logic
of
Inference
/
Colin
Howson.
;
Bayesian
Inductive
Logic
,
Verisimilitude
, and
Statistics
/
Roberto
Festa

Likelihood
Paradigm

Likelihood
and its
Evidential
Framework
/
Jeffrey
D
.
Blume

Evidence
,
Evidence
Functions
, and
Error
Probabilities
/
Subhash
R
.
Lele

Akaikean
Paradigm

AIC
Scores
as
Evidence

a
Bayesian
Interpretation
/
Elliott
Sober

pt
.
IV
The
Likelihood
Principle

The
Likelihood
Principle
/
Jason
Grossman

pt
.
V
Recent
Advances
in
Model
Selection

AIC
,
BIC
and
Recent
Advances
in
Model
Selection
/
Jayanta
K
.
Ghosh

Posterior
Model
Probabilities
/
A.
Philip
Dawid

pt
.
VI
Attempts
to
Understand
Different
Aspects
of "
Randomness
"

Defining
Randomness
/
Deborah
Bennett

Mathematical
Foundations
of
Randomness
/
Abhijit
Dasgupta

pt
.
VII
Probabilistic
and
Statistical
Paradoxes

Paradoxes
of
Probability
/
Susan
Vineberg

Statistical
Paradoxes
:
Take
It
to The
Limit
/
C
.
Andy
Tsao

pt
.
VIII
Statistics
and
Inductive
Inference.
;
Statistics
as
Inductive
Inference
/
JanWillem
Romeijn

pt
.
IX
Various
Issues
about
Causal
Inference

Common
Cause
in
Causal
Inference
/
Peter
Spirtes

The
Logic
and
Philosophy
of
Causal
Inference
: A
Statistical
Perspective
/
Sander
Greenland

pt
.
X
Some
Philosophical
Issues
Concerning
Statistical
Learning
Theory

Statistical
Learning
Theory
as a
Framework
for the
Philosophy
of
Induction
/
Sanjeev
Kulkarni

Testability
and
Statistical
Learning
Theory
/
Daniel
Steel

pt
.
XI
Different
Approaches
to
Simplicity
Related
to
Inference
and
Truth

Luckiness
and
Regret
in
Minimum
Description
Length
Inference
/
Peter
D
.
Grunwald

MML
,
Hybrid
Bayesian
Network
Graphical
Models
,
Statistical
Consistency
,
Invariance
and
Uniqueness
/
David
L
.
Dowe

Simplicity
,
Truth
and
Probability
/
Kevin
T
.
Kelly

pt
.
XII
Special
Problems
in
Statistics/Computer
Science

Normal
Approximations
/
Robert
J
.
Boik

Stein's
Phenomenon
/
Cidambi
Srinivasan.
;
Data
,
Data
,
Everywhere
:
Statistical
Issues
in
Data
Mining
/
Choh
Man
Teng

pt
.
XIII
An
Application
of
Statistics
to
Climate
Change

An
Application
of
Statistics
in
Climate
Change
:
Detection
of
Nonlinear
Changes
in a
Streamflow
Timing
Measure
in the
Columbia
and
Missouri
Headwaters
/
Johnnie
Moore

pt
.
XIV
Historical
Approaches
to
Probability/Statistics

The
Subjective
and the
Objective
/
Sandy
L
.
Zabell

Probability
in
Ancient
India
/
C.K
.
Raju
.
Publisher
North Holland
Subject
Statistics  Philosophy
Probabilities
Identifier (Full text)
http://www.sciencedirect.com/science/book/9780444518620
ISBN
9780444518620
(electronic
bk.)
;
0444518622
(electronic
bk.)
;
9780080930961
(electronic
bk.)
;
0080930964
(electronic
bk.)
;
0444518622(Trade
Cloth)
Language
eng
Type
Text
FormatExtent
1 online resource (1260 p.)
Date
c2011
RelationIs Part Of
Handbook of the Philosophy of Science Ser.
Purchased by
Puey Ungphakorn Library, Rangsit Campus
OCLC number
982136119
CONTENTdm number
14709
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