Undergraduate Certificate in Business Statistics Fundamentals
-- ViewingNowThe Undergraduate Certificate in Business Statistics Fundamentals is a comprehensive course designed to equip learners with critical statistical analysis skills for the business world. This program emphasizes the importance of data-driven decision-making and provides a solid foundation in descriptive and inferential statistics, probability, and hypothesis testing.
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โข Descriptive Statistics: Measures of central tendency, variability, and distribution; data visualization using graphs and charts.
โข Probability Theory: Definitions and axioms of probability, conditional probability, and joint probability distributions.
โข Discrete and Continuous Random Variables: Probability mass and density functions, cumulative distribution functions, and expected values.
โข Sampling Distributions: Central Limit Theorem, sampling distributions of means and proportions.
โข Estimation: Point estimation, interval estimation, confidence intervals, and hypothesis testing.
โข Hypothesis Testing: One-sample and two-sample tests, t-tests, ANOVA, chi-square tests.
โข Correlation and Regression Analysis: Pearson correlation, simple linear regression, multiple linear regression.
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs.
โข Nonparametric Tests: Wilcoxon rank-sum test, Mann-Whitney U test, Kruskal-Wallis H test, Friedman test.
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