Global Certificate in Statistical Analysis for Decision Support
-- ViewingNowThe Global Certificate in Statistical Analysis for Decision Support is a comprehensive course designed to equip learners with essential skills in statistical analysis. This course is crucial in today's data-driven world, where businesses rely heavily on statistical analysis to make informed decisions.
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โข Descriptive Statistics: Measures of central tendency, dispersion, and shape; data visualization using histograms, box plots, and scatter plots.
โข Probability Theory: Definitions and axioms of probability, conditional probability, and Bayes' theorem.
โข Inferential Statistics: Sampling distributions, confidence intervals, hypothesis testing, and p-values.
โข Regression Analysis
โข Experimental Design: Randomized block, factorial, and latin square designs; power analysis and sample size calculation.
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, repeated measures ANOVA, and factorial ANOVA.
โข Multivariate Analysis: Principal component analysis, factor analysis, and cluster analysis.
โข Non-parametric Statistics: Rank-based tests, including the Wilcoxon rank-sum test, sign test, and Kruskal-Wallis test.
โข Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) models; stationarity and seasonality.
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