MARC details
| 000 -LEADER |
|---|
| fixed length control field |
08510cam a22004934a 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
49775450 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20190718131438.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
020501t20032003maua 001 0 eng |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER |
|---|
| National bibliography number |
GBA2V5120 |
| Source |
bnb |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
007246836X |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780072468366 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0071198598 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780071198592 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
0071242481 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780071242486 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)49775450 |
| Canceled/invalid control number |
(OCoLC)50493933 |
| -- |
(OCoLC)919151522 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Modifying agency |
BAKER |
| -- |
IG# |
| -- |
BTCTA |
| -- |
YDXCP |
| -- |
U3Q |
| -- |
DEBBG |
| -- |
MUU |
| -- |
CRH |
| -- |
OCLCF |
| -- |
KASET |
| -- |
UKM |
| -- |
ONB |
| -- |
UtOrBLW |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TA330 |
| Item number |
.M485 2003 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.5 |
| Edition number |
21 |
| Item number |
M.J.I |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Milton, J. Susan |
| Fuller form of name |
(Janet Susan) |
| 9 (RLIN) |
8321 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Introduction to probability and statistics : |
| Remainder of title |
principles and applications for engineering and the computing sciences / |
| Statement of responsibility, etc |
J. Susan Milton, Jesse C. Arnold |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Fourth edition |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Boston : |
| Name of publisher, distributor, etc |
McGraw-Hill, |
| Date of publication, distribution, etc |
[2003] |
| 264 #4 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Date of publication, distribution, etc |
℗♭2003 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xvii, 798 pages : |
| Other physical details |
illustrations (some color) ; |
| Dimensions |
25 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 |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes index |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction to probability and counting -- Interpreting probabilities -- Sample spaces and events -- Mutually exclusive events -- Permutations and combinations -- Counting permutations -- Counting combinations -- Permutations of indistinguishable objects -- 2. Some probability laws -- Axioms of probability -- The General Addition Rule -- Conditional probability -- Independence oft he multiplication rule -- The Multiplication Rule -- Bayes' theorem -- 3. Discrete distributions -- Random variables -- Discrete probability densities -- Cumulative distribution -- Expectation and distribution parameters -- Variance and standard deviation -- Geometric distribution and the moment generating function -- Geometric distribution -- Moment generating function -- Binomial distribution -- Negative binomial distribution -- Hypergeometric distribution -- Poisson distribution -- Simulating discrete distribution -- 4. Continuous distributions -- Continuous densities -- Cumulative distribution -- Uniform distribution -- Expectation and distribution parameters -- Gamma, exponential, and chi-squared distributions -- Gamma distribution -- Exponential distribution -- Chi-squared distribution -- Normal distribution -- Standard normal distribution -- Normal probability rule and Chebyshev's inequality -- Normal approximation to the binomial distribution -- Weibull distribution and reliability -- Reliability -- Reliability of series and parallel systems -- Transformation of variables -- Simulating a continuous distribution -- 5. Joint distributions -- Joint densities and independence -- Marginal distributions : discrete -- Joint and marginal distributions : continuous -- Independence -- Expectation and covariance -- Covariance -- Correlation -- Conditional densities and regression -- Curves of regression -- Transformation of variables -- 6. Descriptive statistics -- Random sampling -- Picturing the distribution -- Stem-and-leaf diagram -- Histograms and ogives -- Cumulative distribution plots (ogives) -- Sample statistics -- Location statistics -- Measures of variability -- Boxplots -- 7. Estimation -- Point estimation -- The method of moments and maximum likelihood -- Maximum likelihood estimators -- Functions of random variables -- Distribution of X -- Interval estimation and the central limit theorem -- Confidence interval on the mean : variance known -- Central limit theorem -- 8. Inferences on the mean and variance of a distribution -- Interval estimation of variability -- The T distribution -- Confidence interval on the mean : variance estimated -- Hypothesis testing -- Significance testing -- Hypothesis and significance tests on the mean -- Hypothesis tests on the variance -- Alternative nonparametric methods -- Sign test for median -- Wilcoxon signed-rank test |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
9. Inferences on proportions -- Estimating proportions -- Confidence interval on p -- Sample size for estimating p -- Testing hypotheses on a proportion -- Comparing two proportions : estimation -- Comparing two proportions : hypothesis testing -- Pooled proportions -- 10. Comparing two means and two variances -- Point estimation : independent samples -- Comparing variances : the F distribution -- Comparing means : variances equal (pooled test) -- Pooled T test -- Comparing means : variances unequal -- comparing means : paired data -- Paired T test -- Alternative nonparametric methods -- Wilcoxon rank-sum test -- Wilcoxon signed-rank test for paired observations -- 11. Simple linear regression and correlation -- Model and parameter estimation -- Description of the model -- Least-squares estimation -- Properties of least-squares estimators -- Summary of theoretical results -- Confidence interval estimation and hypothesis testing -- Inferences about slope -- Inferences about intercept -- Inferences about estimated mean -- Inferences about single predicted value -- Repeated measures and lack of fit -- Residual analysis -- Residual plots -- Checking for normality : stem-and-leaf plots and boxplots -- Correlation -- Interval estimation and hypothesis tests on p -- Coefficient of determination -- 12. Multiple linear regression models -- Least-squares procedures for model fitting -- Polynomial model of degree p -- Multiple linear regression model -- Matrix approach to least squares -- Normal equations -- Solving the normal equations -- Simple linear regression : matrix formulation -- Polynomial model : matrix formulation -- Properties of the least-squares estimators -- Interval estimation -- Confidence interval on coefficients -- Confidence interval on estimated mean -- Prediction interval on a single predicted response -- Testing hypotheses about model parameters -- Testing a single predictor variable -- Testing for significant regression -- Testing a subset of predictor variables Use of indicator or "dummy" variables -- Criteria for variable selection -- Forward selection method -- Backward elimination procedure -- Stepwise method -- Maximum R2 method -- Mallows Ck statistic -- PRESS statistic -- Model transformation and concluding remarks -- 13. Analysis of variance -- One-way classification fixed-effects model -- Comparing variances -- Pairwise comparisons -- Bonferroni T tests -- Duncan's multiple range test -- Tukey's test -- Testing contrasts -- Randomized complete block design -- Effectiveness of blocking -- Paired comparisons -- Latin squares -- Random-effects model -- One-way classification -- Design models in matrix form -- Alternative nonparametric methods -- Kruskal-Wallis test -- Friedman test -- 14. Factorial experiments -- Two-factor analysis of variance -- Extension to three factors -- Random and mixed model factorial experiments -- Random-effects model -- Mixed-effects model -- 2k factorial experiments -- Computational techniques : Yates method -- 2k factorial experiments in an incomplete block design -- Fractional factorial experiments -- 15. Categorical data -- Multinomial distribution -- Chi-squared goodness of fit tests -- Testing for independence -- r X c test for independence -- Comparing proportions -- r X c test for homogeneity -- Comparing proportions with paired data : McNemar's test -- 16. Statistical quality control -- Properties of control charts -- Monitoring means -- Distribution of run lengths -- Shewhart control charts for measurements -- Mean -- Range -- Shewhart control charts for attributes -- P chart (proportion defective) -- C charts (average number of defects) -- Tolerance limits -- Two-sided tolerance limits -- Assumed normal distribution -- One-sided tolerance limits -- Nonparametric tolerance interval -- Acceptance sampling -- Two-stage acceptance sampling -- Extensions in quality control -- Modifications of control charts -- Parameter design procedures -- Statistics tables |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Engineering mathematics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computer science |
| General subdivision |
Mathematics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Probabilities |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistics |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Engineering mathematics |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Electronic data processing |
| General subdivision |
Mathematics |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Probabilities |
| 650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistics |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Arnold, Jesse C |
| 9 (RLIN) |
8326 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Online version: |
| Main entry heading |
Milton, J. Susan (Janet Susan). |
| Title |
Introduction to probability and statistics. |
| Edition |
4th ed. |
| Place, publisher, and date of publication |
Boston : McGraw-Hill, ℗♭2003 |
| Record control number |
(OCoLC)698019125 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |