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From computational statistics to Bayesian statistics and cross-disciplinary statistical research: Stats covers Data collection; descriptive statistics. Concepts of probability and probability distributions. Binomial and normal distributions. Estimation of means; confidence intervals; hypothesis tests for single mean and proportion. Simple regression and correlation. Contingency tables. Process improvement and statistical process control; concepts of probability and probability distributions. Discrete and continuous distributions. Estimation of means, confidence intervals, hypothesis tests for single mean and proportion. Simple regression and correlation. Process improvement and statistical process control. Two-level experiments. Use of statistical computing software; Linear regression and correlation, multiple regression, polynomial regression, selection of variables, use of dummy variables, analysis of residuals. Logistic regression and its applications. Matrix formulation of model. Got a Statistics project? Hire the best Statistics freelancers with the right skills and background in April 2025 to get your Statistics job done quickly. Schedule a consultation with a Statistics freelancer today. Read less
