Graduate Certificate in Practical Business Statistics
-- ViewingNowThe Graduate Certificate in Practical Business Statistics is a comprehensive course designed for professionals seeking to enhance their statistical analysis skills in a business context. This program covers essential topics such as data visualization, probability, hypothesis testing, and regression analysis.
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โข Descriptive Statistics: Measures of central tendency, measures of dispersion, frequency distributions, graphical representations.
โข Probability Theory: Definitions and rules of probability, conditional probability, joint and marginal distributions.
โข Inferential Statistics: Sampling distributions, confidence intervals, hypothesis testing.
โข Regression Analysis: Simple and multiple linear regression, regression diagnostics, model selection.
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, repeated measures.
โข Multivariate Analysis: Principal component analysis, factor analysis, discriminant analysis.
โข Design of Experiments: Experimental designs, randomization, replication, blocking, factorial designs.
โข Quality Control and Statistical Process Control: Control charts, acceptance sampling, process capability analysis.
โข Time Series Analysis: Autoregressive and moving average models, seasonal decomposition, exponential smoothing.
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