Probability Theory: A Primer: Quantitative Applications in the Social Sciences, cartea 142
Autor Tamas Rudasen Limba Engleză Electronic book text – 29 sep 2004
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Specificații
ISBN-13: 9781452213934
ISBN-10: 1452213933
Pagini: 80
Dimensiuni: 140 x 216 mm
Ediția:1
Editura: SAGE Publications
Colecția Sage Publications, Inc
Seria Quantitative Applications in the Social Sciences
Locul publicării:Thousand Oaks, United States
ISBN-10: 1452213933
Pagini: 80
Dimensiuni: 140 x 216 mm
Ediția:1
Editura: SAGE Publications
Colecția Sage Publications, Inc
Seria Quantitative Applications in the Social Sciences
Locul publicării:Thousand Oaks, United States
Cuprins
INTRODUCTION
WHERE DO PROBABILITIES COME FROM?
DETERMINISTIC AND STOCHASTIC MODELS
FREQUENTIST AND OTHER APPROACHES
RELATIVE FREQUENCIES
EXPERIMENTS WITH INFINITELY MANY OUTCOMES
PROPERTIES OF PROBABILITY
BASIC PROPERTIES
ADDITIVITY
DENSITY FUNCTIONS
COUNTABLE ADDITIVITY
PROBABILITY DISTRIBUTIONS AND RANDOM VARIABLES
THE DISCRETE CASE
THE BINOMIAL DISTRIBUTION
THE CONTINUOUS CASE
THE NORMAL DISTRIBUTION
THE CHI-SQUARED DISTRIBUTION
CONCLUSIONS
NOTES
REFERENCES
ABOUT THE AUTHOR
WHERE DO PROBABILITIES COME FROM?
DETERMINISTIC AND STOCHASTIC MODELS
FREQUENTIST AND OTHER APPROACHES
RELATIVE FREQUENCIES
EXPERIMENTS WITH INFINITELY MANY OUTCOMES
PROPERTIES OF PROBABILITY
BASIC PROPERTIES
ADDITIVITY
DENSITY FUNCTIONS
COUNTABLE ADDITIVITY
PROBABILITY DISTRIBUTIONS AND RANDOM VARIABLES
THE DISCRETE CASE
THE BINOMIAL DISTRIBUTION
THE CONTINUOUS CASE
THE NORMAL DISTRIBUTION
THE CHI-SQUARED DISTRIBUTION
CONCLUSIONS
NOTES
REFERENCES
ABOUT THE AUTHOR
Descriere
Aimed
at
demystifying
probability
theory,
this
text
provides
a
brief
and
non-technical
introduction
to
the
subject.
Employing
few
formulas,
author
Tamas Rudas
uses
intuitive
but
precise
descriptions
and
examples
to
explain
procedures
in
probability
as
a
springboard
for
understanding
the
concepts
of
expectation,
variance,
continuous
distributions,
normal
distribution,
chi-squared
distribution,
and
the
applications
of
probability
theory
in
research
practice.
This
book
gives
researchers
and
students
a
solid
foundation
for
understanding
probability,
and
can
serve
as
a
supplement
in
general
statistics
courses.
Notă biografică
Tamas Rudas is the Head of the Department of Statistics and Dean of the Faculty of Social Sciences at Eotvos Lorand University (ELTE) in Budapest. He is also the Academic Director of the TARKI Social Research Centre. His main research area is statistics and its applications in the social sciences, especially the analysis of categorical data. He has published his work in many theoretical, applied, and methodological journals, including Annals of Statistics, Journal of the Royal Statistical Society, Sociological Methodology, Communication in Statistics, Journal of Educational and Behavioral Statistics, and Quality and Quantity. Dr. Rudas is also the author of Odds Ratios in the Analysis of Contingency Tables (Sage, 1998).