| Preface |
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| Continuing Case Study: Microelectronic Solder Joints |
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xv | |
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1 | (69) |
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1 | (7) |
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8 | (7) |
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15 | (18) |
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33 | (7) |
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Probabilities of Event Intersections |
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40 | (10) |
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50 | (6) |
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56 | (8) |
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Case Study: Microelectronic Solder Joints |
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64 | (2) |
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66 | (4) |
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70 | (75) |
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Discrete Random Variables |
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70 | (10) |
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Continuous Random Variables |
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80 | (12) |
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The Expectation of a Random Variable |
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92 | (9) |
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The Variance of a Random Variable |
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101 | (12) |
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Jointly Distributed Random Variables |
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113 | (15) |
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Combinations and Functions of Random Variables |
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128 | (13) |
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Case Study: Microelectronic Solder Joints |
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141 | (1) |
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142 | (3) |
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Discrete Probability Distributions |
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145 | (39) |
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The Binomial Distribution |
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145 | (13) |
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The Geometric and Negative Binomial Distributions |
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158 | (8) |
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The Hypergeometric Distribution |
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166 | (5) |
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171 | (6) |
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The Multinomial Distribution |
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177 | (4) |
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Case Study: Microelectronic Solder Joints |
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181 | (1) |
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182 | (2) |
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Continuous Probability Distributions |
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184 | (30) |
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184 | (4) |
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The Exponential Distribution |
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188 | (9) |
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197 | (5) |
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202 | (5) |
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207 | (4) |
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Case Study: Microelectronic Solder Joints |
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211 | (1) |
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212 | (2) |
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214 | (51) |
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Probability Calculations Using the Normal Distribution |
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214 | (13) |
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Linear Combinations of Normal Random Variables |
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227 | (11) |
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Approximating Distributions with the Normal Distribution |
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238 | (11) |
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Distributions Related to the Normal Distribution |
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249 | (11) |
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Case Study: Microelectronic Solder Joints |
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260 | (1) |
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261 | (4) |
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265 | (27) |
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265 | (5) |
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270 | (8) |
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278 | (8) |
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286 | (4) |
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Case Study: Microelectronic Solder Joints |
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290 | (1) |
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290 | (2) |
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Statistical Estimation and Sampling Distributions |
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292 | (34) |
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292 | (5) |
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Properties of Point Estimates |
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297 | (10) |
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307 | (9) |
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Constructing Parameter Estimates |
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316 | (6) |
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Case Study: Microelectronic Solder Joints |
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322 | (1) |
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323 | (3) |
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Inferences on a Population Mean |
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326 | (55) |
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326 | (15) |
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341 | (33) |
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374 | (1) |
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Case Study: Microelectronic Solder Joints |
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375 | (2) |
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377 | (4) |
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Comparing Two Population Means |
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381 | (41) |
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381 | (8) |
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Analysis of Paired Samples |
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389 | (5) |
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Analysis of Independent Samples |
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394 | (20) |
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414 | (2) |
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Case Study: Microelectronic Solder Joints |
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416 | (2) |
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418 | (4) |
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422 | (64) |
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Inferences on a Population Proportion |
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422 | (23) |
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Comparing Two Population Proportions |
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445 | (11) |
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Goodness of Fit Tests for One-Way Contingency Tables |
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456 | (15) |
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Testing for Independence in Two-Way Contingency Tables |
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471 | (10) |
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Case Study: Microelectronic Solder Joints |
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481 | (1) |
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482 | (4) |
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486 | (47) |
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One-Factor Analysis of Variance |
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486 | (25) |
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511 | (18) |
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Case Study: Microelectronic Solder Joints |
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529 | (2) |
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531 | (2) |
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Simple Linear Regression and Correlation |
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533 | (62) |
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The Simple Linear Regression Model |
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533 | (8) |
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Fitting the Regression Line |
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541 | (10) |
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Inferences on the Slope Parameter β1 |
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551 | (8) |
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Inferences on the Regression Line |
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559 | (6) |
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Prediction Intervals for Future Response Values |
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565 | (4) |
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The Analysis of Variance Table |
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569 | (6) |
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575 | (5) |
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580 | (4) |
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584 | (6) |
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Case Study: Microelectronic Solder Joints |
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590 | (1) |
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591 | (4) |
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Multiple Linear Regression and Nonlinear Regression |
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595 | (41) |
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Introduction to Multiple Linear Regression |
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595 | (10) |
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Examples of Multiple Linear Regression |
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605 | (10) |
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Matrix Algebra Formulation of Multiple Linear Regression |
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615 | (9) |
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Evaluating Model Adequacy |
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624 | (6) |
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630 | (4) |
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634 | (2) |
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Multifactor Experimental Design and Analysis |
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636 | (44) |
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Experiments with Two Factors |
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636 | (29) |
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Experiments with Three or More Factors |
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665 | (13) |
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678 | (2) |
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Nonparametric Statistical Analysis |
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680 | (42) |
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The Analysis of a Single Population |
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681 | (21) |
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Comparing Two Populations |
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702 | (10) |
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Comparing Three or More Populations |
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712 | (7) |
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719 | (3) |
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722 | (29) |
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722 | (1) |
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Statistical Process Control |
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722 | (6) |
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728 | (10) |
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738 | (6) |
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744 | (5) |
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749 | (2) |
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Reliability Analysis and Life Testing |
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751 | (21) |
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751 | (6) |
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757 | (5) |
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762 | (8) |
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770 | (2) |
| Tables |
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772 | (9) |
| Answers to Odd-Numbered Problems |
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781 | (22) |
| Index |
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803 | |