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首页> 外文会议>International Association for Statistical Education International Conferences on Teaching Statistics >EFFECT SIZES AND CONFIDENCE INTERVALS FOR MULTIVARIATE ANALYSIS: HOW COMPLETE ARE PUBLISHED ACCOUNTS OF RESEARCH IN PSYCHOLOGY?
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EFFECT SIZES AND CONFIDENCE INTERVALS FOR MULTIVARIATE ANALYSIS: HOW COMPLETE ARE PUBLISHED ACCOUNTS OF RESEARCH IN PSYCHOLOGY?

机译：对多元分析的影响尺寸和置信区间：如何完成心理学研究的账户？

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摘要

Effect sizes (ESs) and confidence intervals (CIs) are widely advocated in psychology and other disciplines. To date most expository articles have focused only on univariate analyses, despite there being similarly good reasons for reporting and interpreting ESs and CIs following multivariate analyses. We surveyed articles published in leading psychology journals in 2008 to discover: a) which multivariate methods were in common use, b) what types of ESs accompany typical multivariate reports, c) whether CIs on ESs were routinely reported d) whether error bars are reported in figures and e) what software authors were using to conduct these analyses. Our results revealed varying traditions of ES reporting for different multivariate techniques, but CIs were in all cases rare. These results highlight areas for software development and for increased educational efforts.
机译：效果大小（ESS）和置信区间（CIS）在心理学和其他学科中被广泛倡导。迄今为止，尽管在多变量分析后，尽管存在类似的原因，但大多数展示文章仅侧重于单变量分析。我们调查了2008年领先的心理学期刊上发表的文章，发现：a）哪种多元方法是常见的，b）典型多元报告中的哪些类型的ESS，c）是否常规报告了ESS上的CIS是否报告了误差栏在图和e）中使用什么软件作者来进行这些分析。我们的结果揭示了不同多变量技术的ES报告变化传统，但各种情况都罕见。这些结果突出了软件开发领域，增加了教育努力。

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