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Statistical Testing with Jamovi Psychology

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Title: Statistical Testing with Jamovi Psychology
Description: This book teaches statistics in a cheerful, straightforward manner, cherry-picking from two similar, easy-to-use open source software packages, which are being adopted by universities across the world. Without mathematical formulae, no previous statistical knowledge is assumed. Yet the lucid writing and clear structure takes the reader quickly and logically from beginner to graduate level. All tests come with worked examples from psychology. Tests include t tests, one-way ANOVA, and their non-parametric equivalents; correlations and regression; categorical analyses including binomial, chi square and more; factorial ANOVA; MANOVA; principal components analysis and factor analysis; logistic regression; partial correlations; the Kaplan-Meier curve; an introduction to Bayesian statistics. The book takes a consistent approach to effect sizes, as well as covering data assumptions and confidence intervals. This should appeal to students, academics and practitioners.
Authors: Cole Davis
Resource Type: eBook.
Subjects: Open source software, Statistics--Data processing, Psychology--Data processing, Psychology--Statistics
Categories: SOCIAL SCIENCE / Research
Database: eBook Collection (EBSCOhost)
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  – Type: ebook-pdf
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  Availability: 0
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DbLabel: eBook Collection (EBSCOhost)
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PubType: eBook
PubTypeId: ebook
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  Data: This book teaches statistics in a cheerful, straightforward manner, cherry-picking from two similar, easy-to-use open source software packages, which are being adopted by universities across the world. Without mathematical formulae, no previous statistical knowledge is assumed. Yet the lucid writing and clear structure takes the reader quickly and logically from beginner to graduate level. All tests come with worked examples from psychology. Tests include t tests, one-way ANOVA, and their non-parametric equivalents; correlations and regression; categorical analyses including binomial, chi square and more; factorial ANOVA; MANOVA; principal components analysis and factor analysis; logistic regression; partial correlations; the Kaplan-Meier curve; an introduction to Bayesian statistics. The book takes a consistent approach to effect sizes, as well as covering data assumptions and confidence intervals. This should appeal to students, academics and practitioners.
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      – Code: 519.502855369
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Open source software
        Type: general
      – SubjectFull: Statistics--Data processing
        Type: general
      – SubjectFull: Psychology--Data processing
        Type: general
      – SubjectFull: Psychology--Statistics
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      – TitleFull: Statistical Testing with Jamovi Psychology
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            NameFull: Cole Davis
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2023
            – D: 21
              M: 09
              Type: profile
              Y: 2023
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              Value: 9781915500151
            – Type: isbn-print
              Value: 9781915500168
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              Value: 9781915500175
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            – TitleFull: Statistical Testing with Jamovi Psychology
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