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Develop skills in the Central Limit Theorem; Confidence Intervals; Histograms; Hypothesis Test; Normal Approximation to the Binomial; Normal Distribution; Probability and Quantile Applets of Standard Normal; Regression; T Distribution; Z-scores and the Normal Distribution to model building techniques for linear time series models, practical methods for univariate time series forecasting, Box-Jenkins forecasting methods and more complex forecasting based on exponential smoothing, autoregression and stepwise autoregression, forecasting from regression models. In this arena, the concept of special versus common causes of variation is covered;Construction and interpretation of control charts for attributes and variables data, Pareto charts, cause/effect diagrams and process flow diagrams. Rational subgrouping issues. Process capability analysis and capability indices; Statistical tolerancing. Accuracy, precision and resolution of measurement processes. Quantifying components of variation. Introduction to design of experiments. Discussion of enumerative versus analytical statistical techniques. Got a Statistics / Probability project? Hire the best Statistics / Probability freelancers with the right skills and background in March 2023 to get your Statistics / Probability job done quickly. Schedule a consultation with a Statistics / Probability freelancer today. Read less
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