Professional Certificate in Level 3 Business Statistics
-- ViewingNowThe Professional Certificate in Level 3 Business Statistics is a comprehensive course that equips learners with essential skills in statistical analysis, data interpretation, and decision-making for business success. This course is vital for professionals who seek to advance their careers in various industries, such as finance, marketing, and operations.
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โข Descriptive Statistics: Measures of central tendency, measures of dispersion, percentiles, quartiles, and boxplots
โข Probability Theory: Concepts of probability, conditional probability, and Bayes' theorem
โข Discrete and Continuous Probability Distributions: Probability distributions, including normal, binomial, Poisson, and exponential distributions
โข Sampling Distributions: Central Limit Theorem, sampling distributions of means and proportions
โข Estimation: Point estimation, interval estimation, confidence intervals
โข Hypothesis Testing: Hypothesis testing, types of errors, p-values, and hypothesis testing procedures for means, proportions, and variances
โข Correlation and Regression Analysis: Pearson correlation coefficient, simple linear regression, multiple regression
โข Chi-Square Tests: Chi-square test for independence, chi-square goodness-of-fit test
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial ANOVA
โข Non-parametric Tests: Mann-Whitney U test, Wilcoxon signed-rank test, Kruskal-Wallis test, Friedman test
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