Global Certificate in Statistical Analysis for Decision Support
-- viewing nowThe Global Certificate in Statistical Analysis for Decision Support is a comprehensive course designed to equip learners with essential skills in statistical analysis. This course is crucial in today's data-driven world, where businesses rely heavily on statistical analysis to make informed decisions.
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Course Details
• Descriptive Statistics: Measures of central tendency, dispersion, and shape; data visualization using histograms, box plots, and scatter plots.
• Probability Theory: Definitions and axioms of probability, conditional probability, and Bayes' theorem.
• Inferential Statistics: Sampling distributions, confidence intervals, hypothesis testing, and p-values.
• Regression Analysis
• Experimental Design: Randomized block, factorial, and latin square designs; power analysis and sample size calculation.
• Analysis of Variance (ANOVA): One-way and two-way ANOVA, repeated measures ANOVA, and factorial ANOVA.
• Multivariate Analysis: Principal component analysis, factor analysis, and cluster analysis.
• Non-parametric Statistics: Rank-based tests, including the Wilcoxon rank-sum test, sign test, and Kruskal-Wallis test.
• Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) models; stationarity and seasonality.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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