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020 _a9783031022289
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024 7 _a10.1007/978-3-031-02228-9
_2doi
050 4 _aQA76.9.U83
050 4 _aQA76.9.H85
072 7 _aUYZ
_2bicssc
072 7 _aCOM079010
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082 0 4 _a005.437
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100 1 _aDix, Alan.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_92027
245 1 0 _aStatistics for HCI
_h[electronic resource] :
_bMaking Sense of Quantitative Data /
_cby Alan Dix.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXIX, 161 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Human-Centered Informatics,
_x1946-7699
505 0 _aPreface -- Acknowledgments -- Introduction -- The unexpected wildness of random -- Properties of randomness -- Characterising the random through probability distributions -- Probing the unknown -- Traditional statistics -- Bayesian methods -- Common issues -- Differences and distinctions -- Gaining power -- the dreaded `too few participants' -- So what? --- making sense of results -- Moving forward: the future of statistics in HCI -- Bibliography -- Author's Biography -- Index .
520 _aMany people find statistics confusing, and perhaps even more confusing given recent publicity about problems with traditional p-values and alternative statistical techniques including confidence intervals and Bayesian statistics. This book aims to help readers navigate this morass: to understand the debates, to be able to read and assess other people's statistical reports, and make appropriate choices when designing and analysing their own experiments, empirical studies, and other forms of quantitative data gathering.
650 0 _aUser interfaces (Computer systems).
_911681
650 0 _aHuman-computer interaction.
_96196
650 1 4 _aUser Interfaces and Human Computer Interaction.
_931632
710 2 _aSpringerLink (Online service)
_982193
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031002083
776 0 8 _iPrinted edition:
_z9783031011009
776 0 8 _iPrinted edition:
_z9783031033568
830 0 _aSynthesis Lectures on Human-Centered Informatics,
_x1946-7699
_982194
856 4 0 _uhttps://doi.org/10.1007/978-3-031-02228-9
912 _aZDB-2-SXSC
942 _cEBK
999 _c85315
_d85315