Global Certificate in Statistical Analysis Excellence
-- ViewingNowThe Global Certificate in Statistical Analysis Excellence course is a comprehensive program designed to enhance your statistical analysis skills and prepare you for career advancement. This course is critical for professionals working in data analysis, research, and related fields, where the ability to interpret and apply statistical methods is essential.
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⢠Descriptive Statistics: Measures of central tendency, measures of dispersion, measures of shape, and measures of relative position.
⢠Inferential Statistics: Sampling distributions, confidence intervals, hypothesis testing, and p-values.
⢠Probability Theory: Conditional probability, Bayes' theorem, and probability distributions.
⢠Regression Analysis: Simple linear regression, multiple linear regression, polynomial regression, and logistic regression.
⢠Experimental Design: Randomized block designs, factorial designs, and analysis of variance (ANOVA).
⢠Multivariate Analysis: Principal component analysis (PCA), factor analysis, and cluster analysis.
⢠Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARIMA) models.
⢠Data Visualization: Exploratory data analysis, data visualization tools, and best practices for data visualization.
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