Undergraduate Certificate in Statistical Analysis for Psychologists
-- ViewingNowThe Undergraduate Certificate in Statistical Analysis for Psychologists is a comprehensive program designed to equip learners with essential skills in statistical analysis for psychological research. This course is crucial for individuals pursuing careers in psychology, as it provides a strong foundation in statistical methods and data analysis, which are vital for conducting and interpreting research findings.
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โข Descriptive Statistics: Measures of central tendency, variability, and distribution shape.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and p-values.
โข Probability Theory: Conditional probability, Bayes' theorem, and probability distributions.
โข Correlation and Regression Analysis: Pearson's correlation, simple and multiple linear regression, and model assumptions.
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, and factorial designs.
โข Nonparametric Statistics: Mann-Whitney U test, Wilcoxon signed-rank test, and Kruskal-Wallis test.
โข Factor Analysis and Structural Equation Modeling: Exploratory and confirmatory factor analysis, and SEM principles.
โข Survival Analysis: Kaplan-Meier survival curves, Cox proportional hazards models, and competing risks.
โข Resampling Techniques: Bootstrapping, permutation tests, and cross-validation.
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