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AEROSPACE ENGINEERING
9.2 Testing Hypothesis on a Proportion
9.3 Comparing Two Proportions: Estimation
9.4 Coparing Two Proportions: Hypothesis Testing
10 Comparing Two Means and Two Variances
10.1 Point Estimation
10.2 Comparing Variances: The F Distribution
10.3 Comparing Means: Variances Equal (Pooled Test)
10.4 Comparing Means: Variances Unequal
10.5 Compairing Means: Paried Data
10.6 Alternative Nonparametric Methods
10.7 A Note on Technology
11 Sample Linear Regression and Correlation
11.1 Model and Parameter Estimation
11.2 Properties of Least-Squares Estimators
11.3 Confidence Interval Estimation and Hypothesis Testing
11.4 Repeated Measurements and Lack of Fit
11.5 Residual Analysis
11.6 Correlation
12 Multiple Linear Regression Models
12.1 Least-Squares Procedures for Model Fitting
12.2 A Matrix Approach to Least Squares
12.3 Properties of the Least-Squares Estimators
12.4 Interval Estimation
12.5 Testing Hypotheses about Model Parameters
12.6 Use of Indicator or "Dummy" Variables
12.7 Criteria for Variable Selection
12.8 Model Transformation and Concluding Remarks
13 Analysis of Variance
13.1 One-Way Classification Fixed-Effects Model
13.2 Comparing Variances
13.3 Pairwise Comparison
13.4 Testing Contrasts
13.5 Randomized Complete Block Design
13.6 Latin Squares
13.7 Random-Effects Models
13.8 Design Models in Matrix Form
13.9 Alternative Nonparametric Methods
14 Factorial Experiments
14.1 Two-Factor Analysis of Variance
14.2 Extension to Three Factors
14.3 Random and Mixed Model Factorial Experiments
14.4 2^k Factorial Experiments
14.5 2^k Factorial Experiments in an Incomplete Block Design
14.6 Fractional Factorial Experiments
15 Categorical Data
15.1 Multinomial Distribution
15.2 Chi-Squared Goodness of Fit Tests
15.3 Testing for Independence
15.4 Comparing Proportions
16 Statistical Quality Control
16.1 Properties of Control Charts
16.2 Shewart Control Charts for Measurements
16.3 Shewart Control Charts for Attributes
16.4 Tolerance Limits
16.5 Acceptance Sampling
16.6 Two-Stage Acceptance Sampling
16.7 Extensions in Quality Control
Appendix A Statistical Tables
Appendix B Answers to Selected Problems
Appendix C Selected Derivations
SCHAUM'S OUTLINE OF PROBABILITY,
RANDOM VARIABLES, AND RANDOM
PROCESSES
by Hwei Hsu, Fairleigh Dickinson University
1997 / Softcover / 320 pages
ISBN: 978-0-07-030644-8
(A Schaum's Publication)
(A Professional Reference Title)
CONTENTS
Probability.
Random Variables.
Multiple Random Variables.
Functions of Random Variables.
Random Processes.
Analysis and processing of Random Processes.
Applications.
SCHAUM'S OUTLINE OF FINITE ELEMENT
ANALYSIS
by George R. Buchanan, Ph.D., Tennessee Technological University
1995 / Softcover / 264 pages
ISBN: 978-0-07-008714-9
(A Schaum's Publication)
(A Professional Reference Title)
CONTENTS
Mathematical Background
One-Dimensional Finite Elements
Two- Dimensional Finite Elements
Variational Principles, Galerkin Approximation, and Partial
Differential Equations
Isoparametric Finite Elements
Selected Topics in Finite Element Analysis
References
Appendix: Computer Code for Coupled Steady-State
Thermoelasticity
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