Executive Development Programme in Statistical Analysis Concepts
-- ViewingNowThe Executive Development Programme in Statistical Analysis Concepts is a certificate course designed to enhance the statistical analysis skills of professionals. This program emphasizes the importance of data-driven decision making in today's digital world.
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โข Fundamentals of Statistical Analysis: Descriptive statistics, probability distributions, and statistical inference
โข Data Visualization: Exploratory data analysis, data visualization techniques, and tools
โข Hypothesis Testing: Hypothesis formulation, testing procedures, and interpretation of results
โข Regression Analysis: Simple and multiple linear regression, model selection, and diagnostics
โข Experimental Design: Study designs, randomization, replication, and blocking
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, and multiple comparisons
โข Nonparametric Methods: Rank-based tests, distribution-free methods, and resampling techniques
โข Multivariate Analysis: Principal component analysis, factor analysis, and discriminant analysis
โข Time Series Analysis: Time series components, seasonality, trend, and autocorrelation
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