Undergraduate Certificate in Business Statistic Calculations
-- ViewingNowThe Undergraduate Certificate in Business Statistic Calculations is a crucial course for learners seeking to build a strong foundation in statistical analysis and calculations for the business field. This certificate program addresses the growing industry demand for professionals who can leverage data to make informed business decisions.
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⢠Descriptive Statistics: Measures of central tendency, measures of dispersion, and measures of shape.
⢠Probability Theory: Concepts of probability, conditional probability, and Bayes' theorem.
⢠Sampling Distributions: Central Limit Theorem, sampling distributions of means and proportions.
⢠Estimation: Point estimation, interval estimation, and hypothesis testing.
⢠Inferential Statistics: One-sample and two-sample hypothesis tests, chi-square tests, and analysis of variance (ANOVA).
⢠Linear Regression: Simple and multiple linear regression, regression diagnostics, and model selection.
⢠Design of Experiments: Factorial designs, randomized block designs, and analysis of covariance (ANCOVA).
⢠Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) models.
⢠Multivariate Analysis: Principal component analysis (PCA), factor analysis, and cluster analysis.
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