Certificate in Quantitative Analysis for Decision-Making
-- ViewingNowThe Certificate in Quantitative Analysis for Decision-Making is a comprehensive course that empowers learners with essential skills in data analysis and critical thinking for informed decision-making. This program is critical for professionals navigating today's data-driven business landscape.
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โข Descriptive Statistics: Data collection, data summary, measures of central tendency, measures of dispersion, and probability distributions.
โข Inferential Statistics: Confidence intervals, hypothesis testing, and statistical significance.
โข Regression Analysis: Simple and multiple linear regression, model selection, and diagnostics.
โข Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) models.
โข Forecasting: Qualitative and quantitative forecasting methods, forecast accuracy, and model selection.
โข Experimental Design: Randomized block design, factorial design, and analysis of variance (ANOVA).
โข Decision Analysis: Decision trees, expected value, and utility theory.
โข Simulation: Monte Carlo simulation, discrete event simulation, and statistical analysis of simulation output.
โข Optimization: Linear programming, nonlinear programming, and integer programming.
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