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Theory
5.10 A Case Study
5.11 Using JMP
Review Practice Problems
Note
Chapter 6: Distribution of Functions of Random Variables
Topics Covered
Learning Outcomes
6.1 Introduction
6.2 Distribution Functions of Two Random Variables
6.3 Extension to Several Random Variables
6.4 The Moment‐Generating Function Revisited
Review Practice Problems
Chapter 7: Sampling Distributions
Topics Covered
Learning Outcomes
7.1 Random Sampling
7.2 The Sampling Distribution of the Sample Mean
7.3 Sampling from a Normal Population
7.4 Order Statistics
7.5 Using JMP
Review Practice Problems
Chapter 8: Estimation of Population Parameters
Topics Covered
Learning Outcomes
8.1 Introduction
8.2 Point Estimators for the Population Mean and Variance
8.3 Interval Estimators for the Mean of a Normal Population
8.4 Interval Estimators for The Difference of Means of Two Normal Populations
8.5 Interval Estimators for the Variance of a Normal Population
8.6 Interval Estimator for the Ratio of Variances of Two Normal Populations
8.7 Point and Interval Estimators for the Parameters of Binomial Populations
8.8 Determination of Sample Size
8.9 Some Supplemental Information
8.10 A Case Study
8.11 Using JMP
Review Practice Problems
Note
Chapter 9: Hypothesis Testing
Topics Covered
Learning Outcomes
9.1 Introduction
9.2 Basic Concepts of Testing a Statistical Hypothesis
9.3 Tests Concerning the Mean of a Normal Population Having Known Variance
9.4 Tests Concerning the Mean of a Normal Population Having Unknown Variance
9.5 Large Sample Theory
9.6 Tests Concerning the Difference of Means of Two Populations Having Distributions with Known Variances
9.7 Tests Concerning the Difference of Means of Two Populations Having Normal Distributions with Unknown Variances
9.8 Testing Population Proportions
9.9 Tests Concerning the Variance of a Normal Population
9.10 Tests Concerning the Ratio of Variances of Two Normal Populations
9.11 Testing of Statistical Hypotheses using Confidence Intervals
9.12 Sequential Tests of Hypotheses
9.13 Case Studies
9.14 Using JMP
Review Practice Problems
Chapter 10: Elements of Reliability Theory
Topics Covered
Learning Outcomes
10.1 The Reliability Function
10.2 Estimation: Exponential Distribution
10.3 Hypothesis Testing: Exponential Distribution
10.4 Estimation: Weibull Distribution
10.5 Case Studies
10.6 Using JMP
Review Practice Problems
Notes
Chapter 11: On Data Mining
Topics Covered
Learning Outcomes
11.1 Introduction
11.2 What is Data Mining?
11.3 Data Reduction
11.4 Data Visualization
11.5 Data Preparation
11.6 Classification
