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Kelter, Riko: New perspectives on statistical data analysis: challenges and possibilities of digitalization for hypothesis testing in quantitative research. 2020
Inhalt
2 Null hypothesis significance testing
2.1 A brief introduction to NHST
2.2 Problems with NHST and p-values
2.3 Type I error control is not always appropriate and is not bullet-proof
2.4 Falsification or confirmation?
2.5 Dependence on the researcher's intentions
3 Bayesian data analysis as an alternative
3.1 Bayesian parameter estimation
3.2 Bayesian hypothesis testing
4 An example of digitalization in statistical data analysis: JASP
4.1 A Bayesian paired-samples t-test
5 Discussion
6 Conclusion
7 References