Bayesian inference for psychology. Part I : Theoretical advantages and practical ramifications
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14230%2F18%3A00102036" target="_blank" >RIV/00216224:14230/18:00102036 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.3758/s13423-017-1343-3" target="_blank" >https://doi.org/10.3758/s13423-017-1343-3</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3758/s13423-017-1343-3" target="_blank" >10.3758/s13423-017-1343-3</a>
Alternative languages
Result language
angličtina
Original language name
Bayesian inference for psychology. Part I : Theoretical advantages and practical ramifications
Original language description
Bayesian parameter estimation and Bayesian hypothesis testing present attractive alternatives to classical inference using confidence intervals and p values. In part I of this series we outline ten prominent advantages of the Bayesian approach. Many of these advantages translate to concrete opportunities for pragmatic researchers. For instance, Bayesian hypothesis testing allows researchers to quantify evidence and monitor its progression as data come in, without needing to know the intention with which the data were collected. We end by countering several objections to Bayesian hypothesis testing. Part II of this series discusses JASP, a free and open source software program that makes it easy to conduct Bayesian estimation and testing for a range of popular statistical scenarios (Wagenmakers et al. this issue).
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
50100 - Psychology and cognitive sciences
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Psychonomic Bulletin & Review
ISSN
1069-9384
e-ISSN
1531-5320
Volume of the periodical
25
Issue of the periodical within the volume
1
Country of publishing house
US - UNITED STATES
Number of pages
23
Pages from-to
35-57
UT code for WoS article
000428081700003
EID of the result in the Scopus database
2-s2.0-85021081527