Certificate in Practical Statistics for Market Professionals
-- ViewingNowThe Certificate in Practical Statistics for Market Professionals is a valuable course that equips learners with essential statistical skills necessary for success in the business world. This program emphasizes the importance of data-driven decision-making, providing learners with a solid foundation in statistical analysis and modeling techniques.
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โข Descriptive Statistics: Measures of central tendency, measures of dispersion, and measures of shape.
โข Inferential Statistics: Confidence intervals, hypothesis testing, and p-values.
โข Probability Theory: Concepts of probability, conditional probability, and independence.
โข Data Visualization: Histograms, box plots, scatter plots, and line charts.
โข Regression Analysis: Simple and multiple linear regression, residual analysis, and model selection.
โข Experimental Design: Randomization, replication, blocking, and factorial designs.
โข Chi-Square Analysis: Chi-square test for independence, goodness of fit, and contingency tables.
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, and multiple comparisons.
โข Multivariate Analysis: Factor analysis, cluster analysis, and discriminant analysis.
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