Professional Certificate in Statistical Analysis for Social Research
-- ViewingNowThe Professional Certificate in Statistical Analysis for Social Research is a comprehensive course designed to equip learners with essential skills in statistical analysis for social research. This program is crucial for individuals seeking to advance their careers in social research, data analysis, or related fields.
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โข Introduction to Statistical Analysis: Basic concepts, types of data, data collection methods, and data description
โข Data Analysis using Descriptive Statistics: Measures of central tendency, dispersion, and association, data visualization
โข Probability Theory: Definitions, axioms, conditional probability, and Bayes' theorem
โข Inferential Statistics and Hypothesis Testing: Sampling distributions, confidence intervals, hypothesis testing, and p-values
โข Regression Analysis: Simple and multiple linear regression, model selection, and diagnostics
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, and repeated measures
โข Non-parametric Statistical Methods: Rank-based tests, permutation tests, and resampling methods
โข Multivariate Analysis: Factor analysis, cluster analysis, and discriminant analysis
โข Applied Statistical Analysis in Social Research: Designing and implementing statistical analyses for social research, interpreting and presenting results
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