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With a style in hand, all we do is ask the system to use that style. collect will then lay out, format, and style the table according to the specified style. We can then preview the table.
Graphically summarize meta-analysis results
Bayesian and frequentist approaches have very different philosophies about what is considered fixed
and, therefore, have very different interpretations of the results. The Bayesian approach assumes that
the observed data sample is fixed and that model parameters are random. The posterior distribution
of parameters is estimated based on the observed data and the prior distribution of parameters and is
used for inference. The frequentist approach assumes that the observed data are a repeatable random
sample and that parameters are unknown but fixed and constant across the repeated samples. The
inference is based on the sampling distribution of the data or of the data characteristics (statistics). In
other words, Bayesian analysis answers questions based on the distribution of parameters conditional
on the observed sample, whereas frequentist analysis answers questions based on the distribution of
statistics obtained from repeated hypothetical samples, which would be generated by the same process
that produced the observed sample given that parameters are unknown but fixed. Frequentist analysis
consequently requires that the process that generated the observed data is repeatable. This assumption
may not always be feasible. For example, in meta-analysis, where the observed sample represents the
collected studies of interest, one may argue that the collection of studies is a one-time experiment.
主讲嘉宾
刘超，南开大学博士，曾赴爱尔兰格里菲斯学院交流学习，曾任河北金融学院教师，主讲计量经济学、统计学、与金融统计等课程。曾在《亚太经济》，《财经科学》，《农业技术经济》，《经济问题探索》等刊物发表多篇论文，并著有《中国金融发展的收入分配效应》。
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