كتاب Probability and Statistics for Engineers and Scientists

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Probability and Statistics for Engineers and Scientists

ويتناول الموضوعات الأتية :

Probability Theory
Probabilities
Events
Combinations of Events
Conditional Probability
Probabilities of Event Intersections
Posterior Probabilities
Counting Techniques
Supplementary Problems
Random Variables
Discrete Random Variables
Continuous Random Variables
The Expectation of a Random Variable
The Variance of a Random Variable
Jointly Distributed Random Variables
Combinations and Functions of Random variables
Supplementary Problems
Discrete Probability Distributions
The Binomial Distribution
The Geometric and Negative Binomial Distributions
The Hypergeometric Distribution
The Poisson Distribution
The Multinomial Distribution
Supplementary Problems
Continuous Probability Distributions
The Uniform Distribution
The Exponential Distribution
The Gamma Distribution
The Weibull Distribution
The Beta Distribution
Supplementary Problems

CONTENTS
The Normal Distribution
Probability Calculations using the Normal Distribution
Linear Combinations of Normal Random Variables
Approximating Distributions with the Normal Distribution
Distributions Related to the Normal Distribution
Supplementary Problems
Descriptive Statistics
Experimentation
Data Presentation
Sample Statistics
Supplementary Problems
Statistical Estimation and Sampling Distributions
Properties of Point Estimates
Sampling Distributions
Constructing Parameter Estimates
Supplementary Problems
Inferences on a Population Mean
Confidence Intervals
Hypothesis Testing
Supplementary Problems
Comparing Two Population Means
Analysis of Paired Samples
Analysis of Independent Samples
Supplementary Problems
Discrete Data Analysis
Inferences on a Population Proportion
Comparing Two Population Proportions
Goodness of Fit Tests for One-way Contingency Tables
Testing for Independence in Two-way Contingency Tables
Supplementary Problems
The Analysis of Variance
One Factor Analysis of Variance
Randomized Block Designs
Supplementary Problems
Simple Linear Regression and Correlation
The Simple Linear Regression Model
Fitting the Regression Line
Inferences on the Slope Parameter ˆ
Inferences on the Regression Line
Prediction Intervals for Future Response Values
The Analysis of Variance Table
Residual Analysis
CONTENTS
Variable Transformations
Correlation Analysis
Supplementary Problems
Multiple Linear Regression and Nonlinear Regression
Introduction to Multiple Linear Regression
Examples of Multiple Linear Regression
Matrix Algebra Formulation of Multiple Linear Regression
Evaluating Model Accuracy
Supplementary Problems
Multifactor Experimental Design and Analysis
Experiments with Two Factors
Experiments with Three or More Factors
Supplementary Problems
Nonparametric Statistical Analysis
The Analysis of a Single Population
Comparing Two Populations
Comparing Three or More Populations
Supplementary Problems
Quality Control Methods
Statistical Process Control
Variable Control Charts
Attribute Control Charts
Acceptance Sampling
Supplementary Problems
Reliability Analysis and Life Testing
System Reliability
Modeling Failure Rates
Life Testing
Supplementary Problems

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كتاب Probability and Statistics for Engineers and Scientists 761752

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