Undergraduate Certificate in Research Statistics
-- ViewingNowThe Undergraduate Certificate in Research Statistics is a crucial course that equips learners with essential skills in statistical analysis for research. This program is significant in today's data-driven world, where the ability to interpret and apply statistical methods is highly sought after in various industries.
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โข Introduction to Research Statistics: Basic concepts and principles in statistics, data collection and analysis, and interpretation of results.
โข Descriptive Statistics: Measures of central tendency and dispersion, frequency distributions, graphical representation of data.
โข Probability Theory: Concepts of probability, conditional probability, independent events, and Bayes' theorem.
โข Inferential Statistics: Hypothesis testing, confidence intervals, significance level, p-values.
โข Regression Analysis: Simple and multiple linear regression, correlation analysis, residual analysis.
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, repeated measures.
โข Nonparametric Statistics: Rank-based tests, nonparametric regression, Kruskal-Wallis and Wilcoxon tests.
โข Sampling Techniques: Probability and non-probability sampling, stratified sampling, cluster sampling.
โข Data Visualization: Data presentation using charts, graphs, and plots, effective communication of research findings.
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