Statistical analysis with missing data / (Record no. 7361)

000 -LEADER
fixed length control field 05982cam a2200445 a 4500
001 - CONTROL NUMBER
EWU control number 7361
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhEWU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20180201154454.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140129s2002 nyua g b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2002027006
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0471183865 (acidfree paper)
International Standard Book Number 9780471183860
035 ## - SYSTEM CONTROL NUMBER
OCLC control number (OCoLC)48466746
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency DLC
Modifying agency DLC
-- BD-DhEWU
Language of cataloging eng
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA276
Item number .L57 2002
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5
Author mark and Year LIS 2002
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Little, Roderick J. A.
9 (RLIN) 3485
245 10 - TITLE STATEMENT
Title Statistical analysis with missing data /
Statement of responsibility, etc Roderick J.A. Little, Donald B. Rubin.
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Hoboken, N.J. :
Name of publisher, distributor, etc Wiley,
Date of publication, distribution, etc c2002.
300 ## - PHYSICAL DESCRIPTION
Extent xv, 381 p. :
Other physical details ill. ;
Dimensions 25 cm.
440 #0 -
Title Wiley series in probability and statistics
-- 2352
500 ## - GENERAL NOTE
General note Online version:<br/>Little, Roderick J.A.<br/>Statistical analysis with missing data.<br/>Hoboken, N.J. : Wiley, c2002<br/>(OCoLC)645898508
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (p. 349-364) and indexes.
505 ## - FORMATTED CONTENTS NOTE
Title Table of contents
Contents note The Problem of Missing Data --<br/>Missing-Data Patterns --<br/>Mechanisms That Lead to Missing Data --<br/>A Taxonomy of Missing-Data Methods --<br/>Missing Data in Experiments --<br/>The Exact Least Squares Solution with Complete Data --<br/>The Correct Least Squares Analysis with Missing Data --<br/>Filling in Least Squares Estimates --<br/>Bartlett's ANCOVA Method --<br/>Least Squares Estimates of Missing Values by ANCOVA Using Only Complete-Data Methods --<br/>Correct Least Squares Estimates of Standard Errors and One Degree of Freedom Sums of Squares --<br/>Correct Least Squares Sums of Squares with More Than One Degree of Freedom --<br/>Complete-Case and Available-Case Analysis, Including Weighting Methods --<br/>Complete-Case Analysis --<br/>Weighted Complete-Case Analysis --<br/>Available-Case Analysis --<br/>Single Imputation Methods --<br/>Imputing Means from a Predictive Distribution --<br/>Imputing Draws from a Predictive Distribution --<br/>Estimation of Imputation Uncertainty --<br/>Imputation Methods that Provide Valid Standard Errors from a Single Filled-in Data Set --<br/>Standard Errors for Imputed Data by Resampling --<br/>Introduction to Multiple Imputation --<br/>Comparison of Resampling Methods and Multiple Imputation --<br/>Likelihood-Based Approaches to the Analysis of Missing Data --<br/>Theory of Inference Based on the Likelihood Function --<br/>Review of Likelihood-Based Estimation for Complete Data --<br/>Likelihood-Based Inference with Incomplete Data --<br/>A Generally Flawed Alternative to Maximum Likelihood: Maximizing Over the Parameters and the Missing Data --<br/>Likelihood Theory for Coarsened Data. Factored likelihood methods, ignoring the missing-data mechanism --<br/>Bivariate normal data with one variable subject to nonresponse : ML estimation --<br/>Bivariate normal monotone data : small-sample inference --<br/>monotone data with more than two variables --<br/>Factorizations for special nonmonotone patterns --<br/>Maximum likelihood for general patterns of missing data : introduction and theory with ignorable nonresponse --<br/>Alternative computational strategies --<br/>Introduction to the EM algorithm --<br/>The E and M steps of EM --<br/>Theory of the EM algorithm --<br/>extensions of EM --<br/>Hybrid maximization methods --<br/>Large-sample inference based on maximum likelihood estimates --<br/>Standard errors based on the information matrix --<br/>Standard errors via methods that do not require computing and inverting an estimate of the observed information matrix --<br/>Bayes and multiple imputation --<br/>Bayesian iterative simulation methods --<br/>Multiple imputation --<br/>Multivariate normal examples, ignoring the missing-data mechanism --<br/>Inference for a mean vector and covariance matrix with missing data under normality --<br/>Estimation with a restricted covariance matrix --<br/>Multiple linear regression --<br/>A general repeated-measures model with missing data --<br/>Time series models --<br/>Robust estimation --<br/>Robust estimation for a univariate sample --<br/>Robust estimation of the mean and covariance matrix --<br/>Further extensions of the t model. Models for partially classified contingency tables, ignoring the missing-data mechanism --<br/>Factored likelihoods for monotone multinomial data --<br/>ML and Bayes estimation for multinomial samples with general patterns of missing data --<br/>Loglinear models for partially classified contingency tables --<br/>mixed normal and non-normal data with missing values, ignoring the missing-data mechanism --<br/>The general location model --<br/>The general location model with parameter constraints --<br/>Regression problems involving mixtures of continuous and categorical variables --<br/>Futher extensions of the general location model --<br/>Nonignorable missing-data models --<br/>Likelihood theory for nonignorable models --<br/>Models with known nonignorable missing-data mechanisms : grouped and rounded data --<br/>Normal selection models --<br/>Normal pattern-mixture models --<br/>Nonignorable models for normal repeated-measures data --<br/>Nonignorable models for categorical data.
520 ## - SUMMARY, ETC.
Summary, etc Summary:<br/>Incorporating a large body of new work in the field, this work includes the applications of modern missing data methods to real data. It also examines the theoretical and technical extensions that take advantage of computational advances.
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name Applied Statistics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name Mathematical statistics.
9 (RLIN) 2299
Topical term or geographic name Missing observations (Statistics)
9 (RLIN) 2773
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Rubin, Donald B.
9 (RLIN) 3486
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials Specified Contributor biographical information
Uniform Resource Identifier http://www.loc.gov/catdir/bios/wiley043/2002027006.html
Materials Specified Publisher description
Uniform Resource Identifier http://www.loc.gov/catdir/description/wiley036/2002027006.html
Materials Specified Table of contents
Uniform Resource Identifier http://www.loc.gov/catdir/toc/wiley023/2002027006.html
Materials Specified WorldCat Details
Uniform Resource Identifier http://www.worldcat.org/title/statistical-analysis-with-missing-data/oclc/48466746&referer=brief_results
Materials Specified E-book Fulltext
Uniform Resource Identifier http://lib.ewubd.edu/ebook/7361
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Text
Koha issues (borrowed), all copies 1
Holdings
Lost status Source of classification or shelving scheme Not for loan Collection code Permanent Location Current Location Shelving location Date of accession Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Date checked out Copy number Price effective from Koha item type
    Not For Loan Non-fiction EWU Library EWU Library Reserve Section 2014-01-29 Trim Education 11085.00 1 519.5 LIS 2002 25711 2017-08-03 2017-03-14 C-1 2014-02-10 Text
    Not For Loan Non-fiction EWU Library EWU Library E-book 2018-02-01       519.5 LIS 2002   2018-02-01     2018-02-01 E-Book

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