Certificate in Statistics: Essentials for Professionals
-- ViewingNowThe Certificate in Statistics: Essentials for Professionals is a comprehensive course designed to empower learners with critical statistical skills demanded in today's data-driven world. This program underscores the importance of data analysis and interpretation, providing a solid foundation in descriptive and inferential statistics.
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โข Descriptive Statistics: Measures of central tendency, measures of dispersion, and measures of shape.
โข Probability Theory: Definitions and basic principles, conditional probability, and Bayes' theorem.
โข Inferential Statistics: Estimation, confidence intervals, and hypothesis testing.
โข Regression Analysis: Simple linear regression, multiple linear regression, and model selection.
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, and factorial designs.
โข Chi-Square Tests: Chi-square goodness of fit, chi-square test for independence, and contingency tables.
โข Nonparametric Statistics: Rank-based tests, including the Wilcoxon rank-sum test and the Kruskal-Wallis test.
โข Multivariate Analysis: Principal component analysis, factor analysis, and cluster analysis.
โข Data Visualization: Exploratory data analysis, visualization techniques, and effective presentation of statistical results.
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