Postgraduate Certificate in Introductory Biostatistics for Psychology
-- ViewingNowThe Postgraduate Certificate in Introductory Biostatistics for Psychology is a comprehensive course designed to equip psychology professionals with essential biostatistics skills. This program emphasizes the importance of statistical analysis in psychology research, providing learners with a solid foundation in biostatistical methods.
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โข Introduction to Biostatistics: Basics of biostatistics, including data collection, study designs, and data analysis techniques.
โข Descriptive Statistics: Measures of central tendency, variability, and association for continuous and categorical data.
โข Probability Theory: Concepts of probability, random variables, and probability distributions.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and p-values.
โข Parametric Statistical Tests: T-tests, ANOVA, and linear regression for continuous data.
โข Nonparametric Statistical Tests: Mann-Whitney U Test, Wilcoxon Signed-Rank Test, and Kruskal-Wallis Test for non-normal data.
โข Correlation and Regression Analysis: Measures of association and prediction for continuous data.
โข Survival Analysis: Analysis of time to event data, including Kaplan-Meier curves and Cox regression.
โข Multivariate Analysis: Analysis of multiple outcomes, including factor analysis, cluster analysis, and multivariate regression.
โข Statistical Software: Hands-on training in using statistical software packages such as R, SAS, and SPSS.
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