Probability & Statistics Workbook
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Descriptive Statistics and Basic Probability
Statistics in engineering, central tendency, variation, graphs, probability laws, conditional probability and Bayes' theorem.
Probability Distributions and Sampling Distribution
Random variables, expectation, discrete and continuous distributions, sampling distributions and the Central Limit Theorem.
Statistical Inference
Estimation, confidence intervals, tests of hypotheses, tests concerning means, one-way ANOVA and Chi-square tests.
Correlation and Regression
Simple linear correlation, testing correlation, simple regression, explained variation and multiple regression analysis.
Statistical Quality Control
Quality variation, X-bar and R control charts, p control chart, graph practice and Six Sigma concepts.