Membedah Uji Prasyarat: Kunci Pemilihan Uji Hipotesis dalam Statistik Kuantitatif dan Panduan Cepat SPSS Uji Prasyarat Statistik

faisal amir; Risnawati; M. Fikri Hamdani

doi:10.56633/kaisa.v5i1.1074

Authors

faisal amir uin suska riau
Risnawati UIN Sultan Syarif Kasim Riau
M. Fikri Hamdani UIN Sultan Syarif Kasim Riau

DOI:

https://doi.org/10.56633/kaisa.v5i1.1074

Keywords:

assumption testing, hypothesis testing, parametric test, non-parametric test, spss

Abstract

This article comprehensively discusses assumption tests in statistical analysis, including the steps to implement them using SPSS software, along with examples of statistical test outputs. Assumption testing is a crucial early stage in quantitative research because it determines the feasibility of selecting statistical analysis techniques, especially in distinguishing between the use of parametric and non-parametric tests. Normality, homogeneity, and linearity tests are presented practically in this article to make understanding easier, especially for novice researchers. Additionally, this article briefly mentions the types of hypothesis tests commonly used in quantitative research and their test classifications. The approach used in writing this article is library research, in order to strengthen the theoretical basis and enrich the discussion. Hopefully, this article can be a useful conceptual reference for students, researchers, and practitioners in applying statistical analysis appropriately, systematically, and in accordance with scientific procedures.

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