Probability & Statistics for Engineers II

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Probability & Statistics for Engineers II

• Hypothesis Testing
• Tests Concerning the Mean
• Testing the Equality of Means of Two Normal Populations,
• Hypothesis Tests Concerning the Variance
• Hypothesis Tests in Bernoulli Populations
• Tests Concerning the Mean of a Poisson Distribution
• Regression and Correlation Analysis
• Least Squares Estimators of the Regression Parameters
• Distribution of the Estimators
• Statistical Inference about the Regression Parameters
• Coefficient of Determination
• Sample Correlation Coefficient
• Analysis of Residuals
• Transforming to Linearity
• Weighted Least Squares
• Polynomial Regression
• Multiple Linear Regression
• Logistic Regression Models for Binary Output Data
• Correlation Analysis
• Analysis of Variance
• One-way Analysis of Variance
• Two-Factor Analysis of Variance
• Introduction and Parameter Estimation
• Testing Hypotheses
• Two-way Analysis of Variance with Interaction Problems
• Goodness of Fit Tests
• Categorical Data Analysis
• Goodness of Fit Tests when All Parameters are Specified
• Goodness of Fit Tests when All Parameters are Unspecified
• Tests of Independence in Contingency Tables
• Tables Having Fixed Marginal Totals
• Kolmogorov-Smirnov Goodness of Fit Test for Continuous Data
• Sign Test, Signed Ranked Test
• Two-Sample Problem and Runs Tests for Randomness
• Quality Control: Control Charts for Average Values
• The X-Control Chart
• Control Charts for the Fraction Defective
• Control Charts for Number of Defects
• Control Charts for Detecting Changes in the Population Mean