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PRINTED BOOKS
Author Hartung, Joachim, Prof. Dr.

Title Statistical meta-analysis with applications / Joachim Hartung, Guido Knapp, Bimal K. Sinha.

Published Oxford : Wiley-Blackwell, [2008]
©2008

Copies

Location Call No. Status
 UniM ERC  519.5 HART    AVAILABLE
Physical description xv, 247 pages ; 25 cm.
Series Wiley series in probability and statistics.
Wiley series in probability and statistics.
Notes Formerly CIP. Uk.
Bibliography Includes bibliographical references and index.
Contents 2 Various Measures of Effect Size 13 -- 2.1 Effect Size Based on Means 13 -- 2.2 Effect Size Based on Proportions 17 -- 2.3 Effect Size Based on [open phi] Coefficient and Odds Ratio 19 -- 2.4 Effect Size Based on Correlation 22 -- 3 Combining Independent Tests 25 -- 3.2 Description of Combined Tests 27 -- 4 Methods of Combining Effect Sizes 35 -- 5 Inference about a Common Mean of Several Univariate Normal Populations 43 -- 5.1 Results on Common Mean Estimation 45 -- 5.2 Asymptotic Comparison of Some Estimates of Common Mean for [kappa] = 2 Populations 52 -- 5.3 Confidence Intervals for the Common Mean 54 -- 5.4 Applications 59 -- 6 Tests of Homogeneity in Meta-Analysis 63 -- 6.1 Model and Test Statistics 64 -- 6.2 An Exact Test of Homogeneity 67 -- 6.3 Applications 68 -- 7 One-Way Random Effects Model 73 -- 7.2 Homogeneous Error Variances 76 -- 7.3 Heterogeneous Error Variances 85 -- 8 Combining Controlled Trials with Normal Outcomes 97 -- 8.1 Difference of Means 98 -- 8.2 Standardized Difference of Means 107 -- 8.3 Ratio of Means 110 -- 9 Combining Controlled Trials with Discrete Outcomes 113 -- 9.1 Binary Data 116 -- 9.2 Ordinal Data 122 -- 10 Meta-Regression 127 -- 10.1 Model with One Covariate 128 -- 10.2 Model with More Than One Covariate 132 -- 10.3 Further Extensions and Applications 136 -- 11 Multivariate Meta-Analysis 139 -- 11.1 Combining Multiple Dependent Variables from a Single Study 141 -- 11.2 Modeling Multivariate Effect Sizes 143 -- 12 Bayesian Meta-Analysis 155 -- 12.1 A General Bayesian Model for Meta-Analysis under Normality 156 -- 12.2 Further Examples of Bayesian Analyses 159 -- 12.3 A Unified Bayesian Approach to Meta-Analysis 164 -- 12.4 Further Results on Bayesian Meta-Analysis 167 -- 13 Publication Bias 171 -- 14 Recovery of Interblock Information 179 -- 14.1 Notation and Test Statistics 180 -- 14.2 BIBD with Fixed Treatment Effects 183 -- 15 Combination of Polls 191 -- 15.1 Formulation of the Problem 192 -- 15.2 Meta-Analysis of Polls 196 -- 16 Vote Counting Procedures 203 -- 17 Computational Aspects 213 -- 17.1 Extracting Summary Statistics 213 -- 17.2 Combining Tests 214 -- 17.3 Generalized P-values 215 -- 17.4 Combining Effect Sizes 217 -- 18 Data Sets 225 -- 18.1 Validity Studies 225 -- 18.2 Effects of Teacher Expectance on Pupil IQ 226 -- 18.3 Dentifrice Data 227 -- 18.4 Effectiveness of Amlodipine on Work Capacity 228 -- 18.5 Effectiveness of Cisapride on the Treatment of Nonulcer Dyspepsia 229 -- 18.6 Second-hand Smoking 230 -- 18.7 Effectiveness of Misoprostol in Preventing Gastrointestinal Damage 230 -- 18.8 Prevention of Tuberculosis 230.
Other author Knapp, Guido.
Sinha, Bimal K., 1946-
Subject Statistical hypothesis testing.
Meta-analysis.
Standard Number 2843629
ISBN 9780470290897 (hbk.)
0470290897 (hbk.)