MARC details
| 000 -LEADER |
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| fixed length control field |
15687cam a2200349Mi 4500 |
| 001 - CONTROL NUMBER |
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| control field |
on1141205054 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20210720163917.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
t |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
200110s2018 enka b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781119585596 |
| Qualifying information |
(paperback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1119585597 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1141205054 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
T9K |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
T9K |
| Modifying agency |
OCLCO |
| -- |
OCLCF |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.502462 |
| Item number |
MON |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Montgomery, Douglas C., |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Applied statistics and probability for engineers / |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Seventh edition, EMEA edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Hoboken, N. J. : |
| Name of publisher, distributor, etc. |
John Wiley and Sons, Inc., |
| Date of publication, distribution, etc. |
2018. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xvi, 429 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
26 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
unmediated |
| Media type code |
n |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
volume |
| Carrier type code |
nc |
| Source |
rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
1 |
| Title |
The Role of Statistics in Engineering, p.1 -- |
| Miscellaneous information |
1.1 |
| Title |
The Engineering Method and Statistical Thinking, p.2 -- |
| Miscellaneous information |
1.1.1 |
| Title |
Variability, p.3 -- |
| Miscellaneous information |
1.1.2 |
| Title |
Populations and Samples, p.5 -- |
| Miscellaneous information |
1.2 |
| Title |
Collecting Engineering Data, p.5 -- |
| Miscellaneous information |
1.2.1 |
| Title |
Basic Principles, p.5 -- |
| Miscellaneous information |
1.2.2 |
| Title |
Retrospective Study 5 -- |
| Miscellaneous information |
1.2.3 |
| Title |
Observational Study, p.6 -- |
| Miscellaneous information |
1.2.4 |
| Title |
Designed Experiments, p.6 -- |
| Miscellaneous information |
1.2.5 |
| Title |
Observing Processes Over Time, p.9 -- |
| Miscellaneous information |
1.3 |
| Title |
Mechanistic and Empirical Models, p.12 -- |
| Miscellaneous information |
1.4 |
| Title |
Probability and Probability Models, p.15 -- |
| Miscellaneous information |
2 Probabilit, p.17 -- |
| -- |
2.1 |
| Title |
Sample Spaces and Events, p.18 -- |
| Miscellaneous information |
2.1.1 |
| Title |
Random Experiments, p.18 -- |
| Miscellaneous information |
2.1.2 |
| Title |
Sample Spaces, p.19 -- |
| Miscellaneous information |
2.1.3 |
| Title |
Events, p.21 -- |
| Miscellaneous information |
2.2 |
| Title |
Counting Techniques, p.23 -- |
| Miscellaneous information |
2.3 |
| Title |
Interpretations and Axioms of Probability, p.26 -- |
| Miscellaneous information |
2.4 |
| Title |
Unions of Events and Addition Rules, p.29 -- |
| Miscellaneous information |
2.5 |
| Title |
Conditional Probability, p.31 -- |
| Miscellaneous information |
2.6 |
| Title |
Intersections of Events and Multiplication and Total Probability Rules, p.34 -- |
| Miscellaneous information |
2.7 |
| Title |
Independence, p.36 -- |
| Miscellaneous information |
2.8 |
| Title |
Bayes{u2019} Theorem, p.39 -- |
| Miscellaneous information |
2.9 |
| Title |
Random Variables, p.40 -- |
| Miscellaneous information |
3 |
| Title |
Discrete Random Variables and Probability Distributions, p.42 -- |
| Miscellaneous information |
3.1 |
| Title |
Probability Distributions and Probability Mass Functions, p.43 -- |
| Miscellaneous information |
3.2 |
| Title |
Cumulative Distribution Functions, p.45 |
| Miscellaneous information |
3.3 |
| Title |
Mean and Variance of a Discrete Random Variable, p.47 |
| Miscellaneous information |
3.4 |
| Title |
Discrete Uniform Distribution, p.49 -- |
| Miscellaneous information |
3.5 |
| Title |
Binomial Distribution, p.51 -- |
| Miscellaneous information |
3.6 |
| Title |
Geometric and Negative Binomial Distributions, p.55 -- |
| Miscellaneous information |
3.7 |
| Title |
Hypergeometric Distribution, p.59 -- |
| Miscellaneous information |
3.8 |
| Title |
Poisson Distribution, p.63 -- |
| Miscellaneous information |
4 |
| Title |
Continuous Random Variables and Probability Distributions, p.66 -- |
| Miscellaneous information |
4.1 |
| Title |
Probability Distributions and Probability Density Functions, p.67 -- |
| Miscellaneous information |
4.2 |
| Title |
Cumulative Distribution Functions, p.70 -- |
| Miscellaneous information |
4.3 |
| Title |
Mean and Variance of a Continuous Random Variable, p.71 -- |
| Miscellaneous information |
4.4 |
| Title |
Continuous Uniform Distribution, p.72 -- |
| Miscellaneous information |
4.5 |
| Title |
Normal Distribution, p.73 -- |
| Miscellaneous information |
4.6 |
| Title |
Normal Approximation to the Binomial and Poisson Distributions, p.79 -- |
| Miscellaneous information |
4.7 |
| Title |
Exponential Distribution, p.83 -- |
| Miscellaneous information |
4.8 |
| Title |
Erlang and Gamma Distributions, p.86 -- |
| Miscellaneous information |
4.9 |
| Title |
Weibull Distribution, p.89 -- |
| Miscellaneous information |
4.10 |
| Title |
Lognormal Distribution, p.90 -- |
| Miscellaneous information |
4.11 |
| Title |
Beta Distribution, p.92 -- |
| Miscellaneous information |
5 |
| Title |
Joint Probability Distributions, p.95 -- |
| Miscellaneous information |
5.1 |
| Title |
Joint Probability Distributions for Two Random Variables, p.96 -- |
| Miscellaneous information |
5.2 |
| Title |
Conditional Probability Distributions and Independence, p.102 -- |
| Miscellaneous information |
5.3 |
| Title |
Joint Probability Distributions for More Than Two Random Variables, p.107 -- |
| Miscellaneous information |
5.4 |
| Title |
Covariance and Correlation, p.110 -- |
| Miscellaneous information |
5.5 |
| Title |
Common Joint Distributions, p.113 -- |
| Miscellaneous information |
5.5.1 |
| Title |
Multinomial Probability Distribution, p.113 -- |
| Miscellaneous information |
5.5.2 |
| Title |
Bivariate Normal Distribution, p.115 -- |
| Miscellaneous information |
5.6 |
| Title |
Linear Functions of Random Variables, p.117 -- |
| Miscellaneous information |
5.7 |
| Title |
General Functions of Random Variables, p.120 -- |
| Miscellaneous information |
5.8 |
| Title |
Moment-Generating Functions, p.121 -- |
| Miscellaneous information |
6 |
| Title |
Descriptive Statistics, p.126 -- |
| Miscellaneous information |
6.1 |
| Title |
Numerical Summaries of Data, p.127 -- |
| Miscellaneous information |
6.2 |
| Title |
Stem-and-Leaf Diagrams, p.131 -- |
| Miscellaneous information |
6.3 |
| Title |
Frequency Distributions and Histograms, p.135 -- |
| Miscellaneous information |
6.4 |
| Title |
Box Plots, p.139 -- |
| Miscellaneous information |
6.5 |
| Title |
Time Sequence Plots, p.140 -- |
| Miscellaneous information |
6.6 |
| Title |
Scatter Diagrams, p.142 -- |
| Miscellaneous information |
6.7 |
| Title |
Probability Plots, p.144 -- |
| Miscellaneous information |
7 |
| Title |
Point Estimation of Parameters and Sampling Distributions, p.148 -- |
| Miscellaneous information |
8.6 |
| Title |
Bootstrap Confidence Interval, p.189 -- |
| Miscellaneous information |
8.7 |
| Title |
Tolerance and Prediction Intervals, p.189 -- |
| Miscellaneous information |
8.7.1 |
| Title |
Prediction Interval for a Future Observation, p.189 -- |
| Miscellaneous information |
8.7.2 |
| Title |
Tolerance Interval for a Normal Distribution, p.191 -- |
| Miscellaneous information |
9 |
| Title |
Tests of Hypotheses for a Single Sample, p.193 -- |
| Miscellaneous information |
7.1 |
| Title |
Point Estimation, p.149 |
| Miscellaneous information |
7.2 |
| Title |
Sampling Distributions and the Central Limit Theorem, p.150 |
| Miscellaneous information |
7.3 |
| Title |
General Concepts of Point Estimation, p.156 |
| Miscellaneous information |
7.3.1 |
| Title |
Unbiased Estimators, p.156 |
| Miscellaneous information |
7.3.2 |
| Title |
Variance of a Point Estimator, p.157 -- |
| Miscellaneous information |
7.3.3 |
| Title |
Standard Error: Reporting a Point Estimate, p.158 -- |
| Miscellaneous information |
7.3.4 |
| Title |
Bootstrap Standard Error, p.159 -- |
| Miscellaneous information |
7.3.5 -- |
| Title |
Mean Squared Error of an Estimator, p.160 -- |
| Miscellaneous information |
7.4 |
| Title |
Methods of Point Estimation, p.161 -- |
| Miscellaneous information |
7.4.1 |
| Title |
Method of Moments, p.162 -- |
| Miscellaneous information |
7.4.2 |
| Title |
Method of Maximum Likelihood, p.163 -- |
| Miscellaneous information |
7.4.3 |
| Title |
Bayesian Estimation of Parameters, p.167 -- |
| Miscellaneous information |
8 |
| Title |
Statistical Intervals for a Single Sample, p.170 -- |
| Miscellaneous information |
8.1 |
| Title |
Confidence Interval on the Mean of a Normal Distribution, Variance Known, p.172 -- |
| Miscellaneous information |
8.1.1 |
| Title |
Development of the Confidence Interval and Its Basic Properties, p.172 -- |
| Miscellaneous information |
8.1.2 |
| Title |
Choice of Sample Size, p.175 -- |
| Miscellaneous information |
8.1.3 |
| Title |
One-Sided Confidence Bounds, p.176 -- |
| Miscellaneous information |
8.1.4 |
| Title |
General Method to Derive a Confidence Interval, p.176 -- |
| Miscellaneous information |
8.1.5 |
| Title |
Large-Sample Confidence Interval for p, p.177 -- |
| Miscellaneous information |
8.2 |
| Title |
Confidence Interval on the Mean of a Normal Distribution, Variance Unknown, p.179 -- |
| Miscellaneous information |
8.2.1 |
| Title |
t Distribution, p.180 -- |
| Miscellaneous information |
8.2.2 |
| Title |
t Confidence Interval on p, p.181 -- |
| Miscellaneous information |
8.3 |
| Title |
Confidence Interval on the Variance and Standard Deviation of a Normal Distribution, p.182 -- |
| Miscellaneous information |
8.4 |
| Title |
Large-Sample Confidence Interval for a Population Proportion, p.185 -- |
| Miscellaneous information |
8.5 |
| Title |
Guidelines for Constructing Confidence Intervals, p.188 -- |
| Miscellaneous information |
8.6 |
| Title |
Bootstrap Confidence Interval, p.189 -- |
| Miscellaneous information |
8.7 |
| Title |
Tolerance and Prediction Intervals, p.189 -- |
| Miscellaneous information |
8.7.1 |
| Title |
Prediction Interval for a Future Observation, p.189 -- |
| Miscellaneous information |
8.7.2 |
| Title |
Tolerance Interval for a Normal Distribution, p.191 -- |
| Miscellaneous information |
9 |
| Title |
Tests of Hypotheses for a Single Sample, p.193 -- |
| Miscellaneous information |
9.1 |
| Title |
Hypothesis Testing, p.194 -- |
| Miscellaneous information |
9.1.1 |
| Title |
Statistical Hypotheses, p.194 -- |
| Miscellaneous information |
9.1.2 |
| Title |
Tests of Statistical Hypotheses, p.196 -- |
| Miscellaneous information |
9.1.3 |
| Title |
One-Sided and Two-Sided Hypotheses, p.202 -- |
| Miscellaneous information |
9.1.4 |
| Title |
P-Values in Hypothesis Tests, p.203 -- |
| Miscellaneous information |
9.1.5 |
| Title |
Connection between Hypothesis Tests and Confidence Intervals, p.206 -- |
| Miscellaneous information |
9.1.6 |
| Title |
General Procedure for Hypothesis Tests, p.206 -- |
| Miscellaneous information |
9.2 |
| Title |
Tests on the Mean of a Normal Distribution, Variance Known, p.208 -- |
| Miscellaneous information |
9.2.1 |
| Title |
Hypothesis Tests on the Mean, p.208 -- |
| Miscellaneous information |
9.2.2 |
| Title |
Type II Error and Choice of Sample Size, p.211 -- |
| Miscellaneous information |
9.2.3 |
| Title |
Large-Sample Test, p.215 -- |
| Miscellaneous information |
9.3 |
| Title |
Tests on the Mean of a Normal Distribution, Variance Unknown, p.215 -- |
| Miscellaneous information |
9.3.1 |
| Title |
Hypothesis Tests on the Mean, p.215 -- |
| Miscellaneous information |
9.3.2 |
| Title |
Type ll Error and Choice of Sample Size, p.220 -- |
| Miscellaneous information |
9.4 |
| Title |
Tests on the Variance and Standard Deviation of a Normal Distribution, p.222 -- |
| Miscellaneous information |
9.4.1 |
| Title |
Hypothesis Tests on the Variance, p.222 -- |
| Miscellaneous information |
9.4.2 |
| Title |
Type II Error and Choice of Sample Size, p.224 -- |
| Miscellaneous information |
9.5 |
| Title |
Tests on a Population Proportion, p.225 -- |
| Miscellaneous information |
9.5.1 |
| Title |
Large-Sample Tests on a Proportion, p.225 -- |
| Miscellaneous information |
9.5.2 |
| Title |
Type II Error and Choice of Sample Size, p.227 -- |
| Miscellaneous information |
9.6 |
| Title |
Summary Table of Inference Procedures for a Single Sample, p.229 -- |
| Miscellaneous information |
9.7 |
| Title |
Testing for Goodness of Fit, p.229 -- |
| Miscellaneous information |
9.8 |
| Title |
Contingency Table Tests, p.232 -- |
| Miscellaneous information |
9.9 |
| Title |
Nonparametric Procedures, p.234 -- |
| Miscellaneous information |
9.9.1 |
| Title |
The Sign Test, p.235 -- |
| Miscellaneous information |
9.9.2 |
| Title |
The Wilcoxon Signed-Rank Test, p.239 -- |
| Miscellaneous information |
9.9.3 |
| Title |
Comparison to the t-Test, p.240 -- |
| Miscellaneous information |
9.10 |
| Title |
Equivalence Testing, p.240 -- |
| Miscellaneous information |
9.11 |
| Title |
Combining P-Values, p.242 -- |
| Miscellaneous information |
10 |
| Title |
Statistical Inference for Two Samples, p.244 -- |
| Miscellaneous information |
10.1 |
| Title |
Inference on the Difference in Means of Two Normal Distributions, Variances Known, p.245 -- |
| Miscellaneous information |
10.1.1 |
| Title |
Hypothesis Tests on the Difference in Means, Variances Known, p.247 -- |
| Miscellaneous information |
10.1.2 |
| Title |
Type II Error and Choice of Sample Size, p.249 -- |
| Miscellaneous information |
10.1.3 |
| Title |
Confidence Interval on the Difference in Means, Variances Known, p.251 -- |
| Miscellaneous information |
10.2 |
| Title |
Inference on the Difference in Means of Two Normal Distributions, Variances Unknown, p.253 -- |
| Miscellaneous information |
10.2.1 |
| Title |
Hypotheses Tests on the Difference in Means, Variances Unknown, p.253 -- |
| Miscellaneous information |
10.2.2 |
| Title |
Type II Error and Choice of Sample Size, p.259 -- |
| Miscellaneous information |
10.2.3 |
| Title |
Confidence Interval on the Difference in Means, Variances Unknown, p.260 -- |
| Miscellaneous information |
10.3 |
| Title |
A Nonparametric Test for the Difference in Two Means, p.261 -- |
| Miscellaneous information |
10.3.1 |
| Title |
Description of the Wilcoxon Rank-Sum Test, p.262 -- |
| Miscellaneous information |
10.3.2 |
| Title |
Large-Sample Approximation, p.263 -- |
| Miscellaneous information |
10.3.3 |
| Title |
Comparison to the f-Test, p.264 -- |
| Miscellaneous information |
10.4 |
| Title |
Paired t-Test, p.264 -- |
| Miscellaneous information |
10.5 |
| Title |
Inference on the Variances of Two Normal Distributions, p.268 -- |
| Miscellaneous information |
10.5.1 |
| Title |
F Distribution, p.268 -- |
| Miscellaneous information |
10.5.2 |
| Title |
Hypothesis Tests on the Equity of Two Variances, p.270 -- |
| Miscellaneous information |
10.5.3 |
| Title |
Type II Error and Choice of Sample Size, p.272 -- |
| Miscellaneous information |
10.5.4 |
| Title |
Confidence Interval on the Ratio of Two Variances, p.273 -- |
| Miscellaneous information |
10.6 |
| Title |
Inference on Two Population Proportions, p.273 -- |
| Miscellaneous information |
10.6.1 |
| Title |
Large-Sample Tests on the Difference in Population Proportions, p.274 -- |
| Miscellaneous information |
10.6.2 |
| Title |
Type II Error and Choice of Sample Size, p.276 -- |
| Miscellaneous information |
10.6.3 |
| Title |
Confidence Interval on the Difference in Population Proportions, p.277 -- |
| Miscellaneous information |
10.7 |
| Title |
Summary Table and Road Map for Inference Procedures for Two Samples, p.278 -- |
| Miscellaneous information |
11 |
| Title |
Simple Linear Regression and Correlation, p.280 -- |
| Miscellaneous information |
11.1 |
| Title |
Empirical Models, p.281 -- |
| Miscellaneous information |
11.2 |
| Title |
Simple Linear Regression, p.284 -- |
| Miscellaneous information |
11.3 |
| Title |
Properties of the Least Squares Estimators, p.288 -- |
| Miscellaneous information |
11.4 |
| Title |
Hypothesis Tests in Simple Linear Regression, p.288 -- |
| Miscellaneous information |
11.4.1 |
| Title |
Useoft-Tests, p.289 -- |
| Miscellaneous information |
11.4.2 |
| Title |
Analysis of Variance Approach to Test Significance of Regression, p.291 -- |
| Miscellaneous information |
11.5 |
| Title |
Confidence Intervals, p.292 -- |
| Miscellaneous information |
11.5.1 |
| Title |
Confidence Intervals on the Slope and Intercept, p.292 -- |
| Miscellaneous information |
11.5.2 |
| Title |
Confidence Interval on the Mean Response, p.293 -- |
| Miscellaneous information |
11.6 |
| Title |
Prediction of New Observations, p.295 -- |
| Miscellaneous information |
11.7 |
| Title |
Adequacy of the Regression Model, p.296 -- |
| Miscellaneous information |
11.7.1 |
| Title |
Residual Analysis, p.296 -- |
| Miscellaneous information |
11.7.2 |
| Title |
Coefficient of Determination [R2), p.298 -- |
| Miscellaneous information |
11.8 |
| Title |
Correlation, p.299 -- |
| Miscellaneous information |
11.9 |
| Title |
Regression on Transformed Variables, p.303 -- |
| Miscellaneous information |
11.10 |
| Title |
Logistic Regression, p.305 |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
12 |
| Title |
Multiple Linear Regression, p.310 -- |
| Miscellaneous information |
12.1 |
| Title |
Multiple Linear Regression Model, p.311 -- |
| Miscellaneous information |
12.1.1 |
| Title |
Introduction, p.311 |
| Miscellaneous information |
12.1.2 |
| Title |
Least Squares Estimation of the Parameters, p.314 -- |
| Miscellaneous information |
12.1.3 |
| Title |
Matrix Approach to Multiple Linear Regression, p.316 -- |
| Miscellaneous information |
12.1.4 |
| Title |
Properties of the Least Squares Estimators, p.321 -- |
| Miscellaneous information |
12.2 |
| Title |
Hypothesis Tests in Multiple Linear Regression, p.322 -- |
| Miscellaneous information |
12.2.1 |
| Title |
Test for Significance of Regression, p.322 -- |
| Miscellaneous information |
12.2.2 |
| Title |
Tests on Individual Regression Coefficients and Subsets of Coefficients, p.325 -- |
| Miscellaneous information |
12.3 |
| Title |
Confidence Intervals in Multiple Linear Regression, p.329 -- |
| Miscellaneous information |
12.3.1 |
| Title |
Confidence Intervals on Individual Regression Coefficients, p.329 -- |
| Miscellaneous information |
12.3.2 |
| Title |
Confidence Interval on the Mean Response, p.330 -- |
| Miscellaneous information |
12.4 |
| Title |
Prediction of New Observations, p.331 -- |
| Miscellaneous information |
12.5 |
| Title |
Model Adequacy Checking, p.333 -- |
| Miscellaneous information |
12.5.1 |
| Title |
Residual Analysis, p.333 -- |
| Miscellaneous information |
12.5.2 |
| Title |
Influential Observations, p.335 -- |
| Miscellaneous information |
12.6 |
| Title |
Aspects of Multiple Regression Modeling, p.337 -- |
| Miscellaneous information |
12.6.1 |
| Title |
Polynomial Regression Models, p.337 -- |
| Miscellaneous information |
12.6.2 |
| Title |
Categorical Regressors and Indicator Variables, p.339 -- |
| Miscellaneous information |
12.6.3 |
| Title |
Selection of Variables and Model Building, p.341 -- |
| Miscellaneous information |
12.6.4 |
| Title |
Multicollinearity, p.349 -- |
| Miscellaneous information |
13 |
| Title |
Design and Analysis of Single-Factor Experiments: The Analysis of Variance, p.351 -- |
| Miscellaneous information |
13.1 |
| Title |
Designing Engineering Experiments, p.352 -- |
| Miscellaneous information |
13.2 |
| Title |
Completely Randomized Single-Factor Experiment, p.353 -- |
| Miscellaneous information |
13.2.1 |
| Title |
Example: Tensile Strength, p.353 -- |
| Miscellaneous information |
13.2.2 |
| Title |
Analysis of Variance, p.354 -- |
| Miscellaneous information |
13.2.3 |
| Title |
Multiple Comparisons Following theANOVA, p.359 -- |
| Miscellaneous information |
13.2.4 |
| Title |
Residual Analysis and Model Checking, p.361 |
| Miscellaneous information |
13.2.5 |
| Title |
Determining Sample Size, p.363 -- |
| Miscellaneous information |
13.3 |
| Title |
The Random-Effects Model, p.365 -- |
| Miscellaneous information |
13.3.1 |
| Title |
Fixed Versus Random Factors, p.365 -- |
| Miscellaneous information |
13.3.2 |
| Title |
ANOVA and Variance Components, p.365 -- |
| Miscellaneous information |
13.4 |
| Title |
Randomized Complete Block Design, p.368 -- |
| Miscellaneous information |
13.4.1 |
| Title |
Design and Statistical Analysis, p.368 -- |
| Miscellaneous information |
13.4.2 |
| Title |
Multiple Comparisons, p.372 -- |
| Miscellaneous information |
13.4.3 |
| Title |
Residual Analysis and Model Checking, p.373 -- |
| Miscellaneous information |
15.2.3 |
| Title |
Rational Subgroups, p.441 -- |
| Miscellaneous information |
15.2.4 |
| Title |
Analysis of Patterns on Control Charts, p.442 -- |
| Miscellaneous information |
15.3 |
| Title |
X and/? or S Control Charts, p.444 -- |
| Miscellaneous information |
15.4 |
| Title |
Control Charts for Individual Measurements, p.450 -- |
| Miscellaneous information |
15.5 |
| Title |
Process Capability, p.452 -- |
| Miscellaneous information |
15.6 |
| Title |
Attribute Control Charts, p.456 -- |
| Miscellaneous information |
15.6.1 |
| Title |
P Chart (Control Chart for Proportions), p.456 -- |
| Miscellaneous information |
15.6.2 |
| Title |
U Chart (Control Chart for Defects per Unit), p.458 -- |
| Miscellaneous information |
15.7 |
| Title |
Control Chart Performance, p.460 -- |
| Miscellaneous information |
15.8 |
| Title |
Time-Weighted Charts, p.462 -- |
| Miscellaneous information |
15.8.1 |
| Title |
Exponentially Weighted Moving-Average Control Chart, p.462 -- |
| Miscellaneous information |
15.8.2 |
| Title |
Cumulative Sum Control Chart, p.465 -- |
| Miscellaneous information |
15.9 |
| Title |
Other SPC Problem-Solving Tools, p.471 -- |
| Miscellaneous information |
15.10 |
| Title |
Decision Theory, p.473 -- |
| Miscellaneous information |
15.10.1 |
| Title |
Decision Models, p.473 -- |
| Miscellaneous information |
15.10.2 |
| Title |
Decision Criteria, p.474 -- |
| Miscellaneous information |
15.11 |
| Title |
Implementing SPC, p.476 |
| Miscellaneous information |
14 |
| Title |
Design of Experiments with Several Factors, p.375 -- |
| Miscellaneous information |
14.1 |
| Title |
introduction, p.376 -- |
| Miscellaneous information |
14.2 |
| Title |
Factorial Experiments, p.378 -- |
| Miscellaneous information |
14.3 |
| Title |
Two-Factor Factorial Experiments, p.382 -- |
| Miscellaneous information |
14.3.1 |
| Title |
Statistical Analysis, p.382 -- |
| Miscellaneous information |
14.3.2 |
| Title |
Model Adequacy Checking, p.386 -- |
| Miscellaneous information |
14.3.3 |
| Title |
One Observation per Cell, p.387 -- |
| Miscellaneous information |
14.4 |
| Title |
General Factorial Experiments, p.388 -- |
| Miscellaneous information |
14.52 |
| Title |
k Factorial Designs, p.390 -- |
| Miscellaneous information |
14.5.1 |
| Title |
22 Design, p.390 -- |
| Miscellaneous information |
14 5.2 |
| Title |
2k Design for k > 3 Factors, p.396 -- |
| Miscellaneous information |
14.6 |
| Title |
Single Replicate of the 2k Design, p.402 -- |
| Miscellaneous information |
14.7 |
| Title |
Addition of Center Points to a 2k Design, p.405 -- |
| Miscellaneous information |
14.8 |
| Title |
Blocking and Confounding in the 2k Design, p.408 -- |
| Miscellaneous information |
14.9 |
| Title |
One-Half Fraction of the 2k Design, p.413 -- |
| Miscellaneous information |
14.10 |
| Title |
Smaller Fractions: The 2k~p Fractional Factorial, p.418 -- |
| Miscellaneous information |
14.11 |
| Title |
Response Surface Methods and Designs, p.425 -- |
| Miscellaneous information |
15 |
| Title |
Statistical Quality Control, p.434 -- |
| -- |
Ouality Improvement and Statistics, p.435 -- |
| Miscellaneous information |
15.1.1 |
| Title |
Statistical Quality Control, p.436 -- |
| Miscellaneous information |
15.1.2 |
| Title |
Statistical Process Control, p.436 -- |
| Miscellaneous information |
15.2 |
| Title |
Introduction to Control Charts, p.436 -- |
| Miscellaneous information |
15.2.1 |
| Title |
Basic Principles, p.436 -- |
| Miscellaneous information |
15.2.2 |
| Title |
Design of a Control Chart, p.440 -- |
| Miscellaneous information |
15.2.3 |
| Title |
Rational Subgroups, p.441 -- |
| Miscellaneous information |
15.2.4 |
| Title |
Analysis of Patterns on Control Charts, p.442 -- |
| Miscellaneous information |
15.3 |
| Title |
X and/? or S Control Charts, p.444 -- |
| Miscellaneous information |
15.4 |
| Title |
Control Charts for Individual Measurements, p.450 -- |
| Miscellaneous information |
15.5 |
| Title |
Process Capability, p.452 -- |
| Miscellaneous information |
15.6 |
| Title |
Attribute Control Charts, p.456 -- |
| Miscellaneous information |
15.6.1 |
| Title |
P Chart (Control Chart for Proportions), p.456 -- |
| Miscellaneous information |
15.6.2 |
| Title |
U Chart (Control Chart for Defects per Unit), p.458 -- |
| Miscellaneous information |
15.7 |
| Title |
Control Chart Performance, p.460 -- |
| Miscellaneous information |
15.8 |
| Title |
Time-Weighted Charts, p.462 -- |
| Miscellaneous information |
15.8.1 |
| Title |
Exponentially Weighted Moving-Average Control Chart, p.462 -- |
| Miscellaneous information |
15.8.2 |
| Title |
Cumulative Sum Control Chart, p.465 -- |
| Miscellaneous information |
15.9 |
| Title |
Other SPC Problem-Solving Tools, p.471 -- |
| Miscellaneous information |
15.10 |
| Title |
Decision Theory, p.473 -- |
| Miscellaneous information |
15.10.1 |
| Title |
Decision Models, p.473 -- |
| Miscellaneous information |
15.10.2 |
| Title |
Decision Criteria, p.474 -- |
| Miscellaneous information |
15.11 |
| Title |
Implementing SPC, p.476 -- |
| -- |
APPENDIX A |
| -- |
Statistical Tables and Charts -- |
| -- |
Table I |
| -- |
Summary of Common Probability Distributions A-4 -- |
| -- |
Table II |
| -- |
Cumulative Binomial Probabilities P(X < x) A-5 -- |
| -- |
Table II |
| -- |
Cumulative Standard Normal Distribution A-8 -- |
| -- |
Table IV |
| -- |
Percentage Points /2 v of the Chi-Square Distribution A-10 -- |
| -- |
Table V |
| -- |
Percentage Points ta v of the t Distribution A-ll -- |
| -- |
Table VI |
| -- |
Percentage Points fa Vj of the F Distribution A-12 -- |
| -- |
Table VII |
| -- |
Operating Characteristic Curves A-17 -- |
| -- |
Table VIII |
| -- |
Critical Values for the Sign Test A-26 -- |
| -- |
Table IX |
| -- |
Critical Values for the Wilcoxon Signed-Rank Test A-26 -- |
| -- |
Table X |
| -- |
Critical Values for the Wilcoxon Rank-Sum Test A-27 -- |
| -- |
Table XI |
| -- |
Factors for Constructing Variables Control Charts A-28 -- |
| -- |
TableXII |
| -- |
Factors for Tolerance Intervals A-29 -- |
| -- |
APPENDIX B |
| -- |
Bibliography A-31 -- |
| -- |
APPENDIX C |
| -- |
Summary of Confidence Intervals and Hypothesis Testing Equations for One- and Two Sample Applications A-33 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Probabilities. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Runger, George C., |
| Relator term |
author. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Standard Loan |
| 948 ## - LOCAL PROCESSING INFORMATION (OCLC); SERIES PART DESIGNATOR (RLIN) |
|---|
| h (OCLC) |
NO HOLDINGS IN LQI - 1 OTHER HOLDINGS |