Graduate Certificate in Intro to Behavioral Statistics
-- ViewingNowThe Graduate Certificate in Introduction to Behavioral Statistics is a comprehensive course that equips learners with critical skills in statistical analysis and data interpretation. This program is essential for professionals working in fields reliant on data, such as psychology, social work, and healthcare.
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โข Basics of Descriptive Statistics: Measures of central tendency, dispersion, and shape; data visualization using graphs and charts
โข Probability Theory: Concepts of probability, conditional probability, and independence; probability distributions
โข Inferential Statistics: Confidence intervals, hypothesis testing, and p-values; t-tests and ANOVA
โข Regression Analysis: Simple and multiple linear regression; regression diagnostics and assumptions
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA; factorial designs
โข Nonparametric Statistics: Mann-Whitney U test, Wilcoxon signed-rank test, Kruskal-Wallis test; rank correlation
โข Multivariate Analysis: Factor analysis, cluster analysis, and discriminant analysis
โข Survival Analysis: Kaplan-Meier survival curves, Cox proportional hazards models
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