Basic and advanced Bayesian structural equation modeling : with applications in the medical and behavioral sciences /

"This book provides clear instructions to researchers on how to apply Structural Equation Models (SEMs) for analyzing the inter relationships between observed and latent variables. Basic and Advanced Bayesian Structural Equation Modeling introduces basic and advanced SEMs for analyzing various...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Song, Xin-Yuan
Άλλοι συγγραφείς: Lee, Sik-Yum
Μορφή: Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Chichester, West Sussex : John Wiley & Sons, 2012.
Σειρά:Wiley series in probability and statistics.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 04236nam a2200637 4500
001 ocn798536286
003 OCoLC
005 20170124065919.9
006 m o d
007 cr bn||||a|cuu
008 120709s2012 enka ob 001 0 eng d
040 |a EBLCP  |b eng  |e pn  |c EBLCP  |d OCLCO  |d DG1  |d CUS  |d YDXCP  |d OCLCQ  |d DEBSZ  |d LRU  |d MNU  |d OCLCF  |d OCLCQ  |d EBLCP  |d DG1  |d GrThAP 
019 |a 844726423 
020 |a 9781118358887  |q (electronic bk.) 
020 |a 1118358880  |q (electronic bk.) 
020 |a 9781118359433 
020 |a 1118359437 
020 |z 9780470669525 
020 |z 0470669527  |q (hardback) 
029 1 |a AU@  |b 000049858935 
029 1 |a DEBSZ  |b 39733902X 
029 1 |a DEBSZ  |b 425885372 
029 1 |a DEBSZ  |b 431157987 
029 1 |a DEBSZ  |b 449307980 
029 1 |a DKDLA  |b 820120-katalog:000588776 
029 1 |a NZ1  |b 14690890 
029 1 |a NZ1  |b 15340807 
029 1 |a DEBBG  |b BV043394655 
035 |a (OCoLC)798536286  |z (OCoLC)844726423 
050 4 |a QA278.3 
082 0 4 |a 519.5/3  |a 519.53 
084 |a MAT029000  |2 bisacsh 
049 |a MAIN 
100 1 |a Song, Xin-Yuan. 
245 1 0 |a Basic and advanced Bayesian structural equation modeling :  |b with applications in the medical and behavioral sciences /  |c Xin-Yuan Song and Sik-Yum Lee. 
264 1 |a Chichester, West Sussex :  |b John Wiley & Sons,  |c 2012. 
300 |a 1 online resource (xvii, 367 pages) :  |b illustrations. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Wiley series in probability and statistics 
504 |a Includes bibliographical references and index. 
505 0 |a Introduction -- Basic concepts and applications of structural equation models -- Bayesian methods for estimating structural equation models -- Bayesian model comparison and model checking -- Practical structural equation models -- Structural equation models with hierarchical and multisample data -- Mixture structural equation models -- Structural equation modeling for latent curve models -- Longitudinal structural equation models -- Semiparametric structural equation models with continuous variables -- Structural equation models with mixed continuous and unordered categorical variables -- Structural equation models with nonparametric structural equations -- Transformation structural equation models -- Conclusion. 
520 |a "This book provides clear instructions to researchers on how to apply Structural Equation Models (SEMs) for analyzing the inter relationships between observed and latent variables. Basic and Advanced Bayesian Structural Equation Modeling introduces basic and advanced SEMs for analyzing various kinds of complex data, such as ordered and unordered categorical data, multilevel data, mixture data, longitudinal data, highly non-normal data, as well as some of their combinations. In addition, Bayesian semiparametric SEMs to capture the true distribution of explanatory latent variables are introduced, whilst SEM with a nonparametric structural equation to assess unspecified functional relationships among latent variables are also explored. Statistical methodologies are developed using the Bayesian approach giving reliable results for small samples and allowing the use of prior information leading to better statistical results. Estimates of the parameters and model comparison statistics are obtained via powerful Markov Chain Monte Carlo methods in statistical computing."--Publisher's website. 
588 0 |a Print version record. 
650 0 |a Bayesian statistical decision theory. 
650 0 |a Structural equation modeling. 
650 4 |a Mathematics. 
650 7 |a Bayesian statistical decision theory.  |2 fast  |0 (OCoLC)fst00829019 
650 7 |a Structural equation modeling.  |2 fast  |0 (OCoLC)fst01738928 
655 4 |a Electronic books. 
700 1 |a Lee, Sik-Yum. 
776 0 8 |i Print version:  |a Song, Xin-Yuan.  |t Basic and advanced Bayesian structural equation modeling.  |d Chichester, West Sussex : John Wiley, 2012  |z 9780470669525  |w (DLC) 2012012199  |w (OCoLC)853461614 
830 0 |a Wiley series in probability and statistics. 
856 4 0 |u https://doi.org/10.1002/9781118358887  |z Full Text via HEAL-Link 
994 |a 92  |b DG1