Basic and advanced Bayesian structural equation modeling: with applications in the medical and behavioral sciences
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Chichester, West Sussex
John Wiley & Sons
2012
|
| Schriftenreihe: | Wiley series in probability and statistics
|
| Schlagworte: | |
| Online-Zugang: | FRO01 UBG01 Volltext Buchcover |
| Beschreibung: | Includes bibliographical references and index "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 |
| Beschreibung: | 1 Online-Ressource (xvii, 367 pages) |
| ISBN: | 9781118358887 1118358880 9781118359433 1118359437 9780470669525 |
Internformat
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV043394655 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 160222s2012 |||| o||u| ||||||eng d | ||
| 020 | |a 9781118358887 |c electronic bk. |9 978-1-118-35888-7 | ||
| 020 | |a 1118358880 |c electronic bk. |9 1-118-35888-0 | ||
| 020 | |a 9781118359433 |9 978-1-118-35943-3 | ||
| 020 | |a 1118359437 |9 1-118-35943-7 | ||
| 020 | |a 9780470669525 |9 978-0-470-66952-5 | ||
| 024 | 7 | |a 10.1002/9781118358887 |2 doi | |
| 035 | |a (ZDB-35-WIC)ocn798536286 | ||
| 035 | |a (OCoLC)798536286 | ||
| 035 | |a (DE-599)BVBBV043394655 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-861 | ||
| 082 | 0 | |a 519.5/3 | |
| 084 | |a MR 2100 |0 (DE-625)123488: |2 rvk | ||
| 100 | 1 | |a Song, Xin-Yuan |e Verfasser |4 aut | |
| 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-Ressource (xvii, 367 pages) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a Wiley series in probability and statistics | |
| 500 | |a Includes bibliographical references and index | ||
| 500 | |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 | ||
| 650 | 4 | |a Mathematics | |
| 650 | 7 | |a Bayesian statistical decision theory |2 fast | |
| 650 | 7 | |a Structural equation modeling |2 fast | |
| 650 | 4 | |a Mathematik | |
| 650 | 4 | |a Bayesian statistical decision theory | |
| 650 | 4 | |a Structural equation modeling | |
| 653 | |a Electronic books | ||
| 700 | 1 | |a Lee, Sik-Yum |e Sonstige |4 oth | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe, Hardcover |z 0-470-66952-7 |
| 856 | 4 | 0 | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9781118358887 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 856 | 4 | 2 | |m SWB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028813239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Buchcover |
| 912 | |a ZDB-35-WIC | ||
| 940 | 1 | |q UBG_PDA_WIC | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-028813239 | ||
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9781118358887 |l FRO01 |p ZDB-35-WIC |q FRO_PDA_WIC |x Verlag |3 Volltext | |
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9781118358887 |l UBG01 |p ZDB-35-WIC |q UBG_PDA_WIC |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804175973455757312 |
|---|---|
| any_adam_object | 1 |
| author | Song, Xin-Yuan |
| author_facet | Song, Xin-Yuan |
| author_role | aut |
| author_sort | Song, Xin-Yuan |
| author_variant | x y s xys |
| building | Verbundindex |
| bvnumber | BV043394655 |
| classification_rvk | MR 2100 |
| collection | ZDB-35-WIC |
| ctrlnum | (ZDB-35-WIC)ocn798536286 (OCoLC)798536286 (DE-599)BVBBV043394655 |
| dewey-full | 519.5/3 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/3 |
| dewey-search | 519.5/3 |
| dewey-sort | 3519.5 13 |
| dewey-tens | 510 - Mathematics |
| discipline | Soziologie Mathematik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03546nmm a2200565zc 4500</leader><controlfield tag="001">BV043394655</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">160222s2012 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781118358887</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-1-118-35888-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1118358880</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">1-118-35888-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781118359433</subfield><subfield code="9">978-1-118-35943-3</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1118359437</subfield><subfield code="9">1-118-35943-7</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780470669525</subfield><subfield code="9">978-0-470-66952-5</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1002/9781118358887</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-35-WIC)ocn798536286</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)798536286</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043394655</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-861</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.5/3</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MR 2100</subfield><subfield code="0">(DE-625)123488:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Song, Xin-Yuan</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Basic and advanced Bayesian structural equation modeling</subfield><subfield code="b">with applications in the medical and behavioral sciences</subfield><subfield code="c">Xin-Yuan Song and Sik-Yum Lee</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Chichester, West Sussex</subfield><subfield code="b">John Wiley & Sons</subfield><subfield code="c">2012</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xvii, 367 pages)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Wiley series in probability and statistics</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="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</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Bayesian statistical decision theory</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Structural equation modeling</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematik</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Bayesian statistical decision theory</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Structural equation modeling</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Electronic books</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Lee, Sik-Yum</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe, Hardcover</subfield><subfield code="z">0-470-66952-7</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9781118358887</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">SWB Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028813239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Buchcover</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-35-WIC</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">UBG_PDA_WIC</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-028813239</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9781118358887</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">FRO_PDA_WIC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9781118358887</subfield><subfield code="l">UBG01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">UBG_PDA_WIC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV043394655 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:48Z |
| institution | BVB |
| isbn | 9781118358887 1118358880 9781118359433 1118359437 9780470669525 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028813239 |
| oclc_num | 798536286 |
| open_access_boolean | |
| owner | DE-861 |
| owner_facet | DE-861 |
| physical | 1 Online-Ressource (xvii, 367 pages) |
| psigel | ZDB-35-WIC UBG_PDA_WIC ZDB-35-WIC FRO_PDA_WIC ZDB-35-WIC UBG_PDA_WIC |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | John Wiley & Sons |
| record_format | marc |
| series2 | Wiley series in probability and statistics |
| spelling | Song, Xin-Yuan Verfasser aut Basic and advanced Bayesian structural equation modeling with applications in the medical and behavioral sciences Xin-Yuan Song and Sik-Yum Lee Chichester, West Sussex John Wiley & Sons 2012 1 Online-Ressource (xvii, 367 pages) txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and statistics Includes bibliographical references and index "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 Mathematics Bayesian statistical decision theory fast Structural equation modeling fast Mathematik Bayesian statistical decision theory Structural equation modeling Electronic books Lee, Sik-Yum Sonstige oth Erscheint auch als Druck-Ausgabe, Hardcover 0-470-66952-7 https://onlinelibrary.wiley.com/doi/book/10.1002/9781118358887 Verlag URL des Erstveröffentlichers Volltext SWB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028813239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Buchcover |
| spellingShingle | Song, Xin-Yuan Basic and advanced Bayesian structural equation modeling with applications in the medical and behavioral sciences Mathematics Bayesian statistical decision theory fast Structural equation modeling fast Mathematik Bayesian statistical decision theory Structural equation modeling |
| title | Basic and advanced Bayesian structural equation modeling with applications in the medical and behavioral sciences |
| title_auth | Basic and advanced Bayesian structural equation modeling with applications in the medical and behavioral sciences |
| title_exact_search | Basic and advanced Bayesian structural equation modeling with applications in the medical and behavioral sciences |
| title_full | Basic and advanced Bayesian structural equation modeling with applications in the medical and behavioral sciences Xin-Yuan Song and Sik-Yum Lee |
| title_fullStr | Basic and advanced Bayesian structural equation modeling with applications in the medical and behavioral sciences Xin-Yuan Song and Sik-Yum Lee |
| title_full_unstemmed | Basic and advanced Bayesian structural equation modeling with applications in the medical and behavioral sciences Xin-Yuan Song and Sik-Yum Lee |
| title_short | Basic and advanced Bayesian structural equation modeling |
| title_sort | basic and advanced bayesian structural equation modeling with applications in the medical and behavioral sciences |
| title_sub | with applications in the medical and behavioral sciences |
| topic | Mathematics Bayesian statistical decision theory fast Structural equation modeling fast Mathematik Bayesian statistical decision theory Structural equation modeling |
| topic_facet | Mathematics Bayesian statistical decision theory Structural equation modeling Mathematik |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781118358887 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028813239&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT songxinyuan basicandadvancedbayesianstructuralequationmodelingwithapplicationsinthemedicalandbehavioralsciences AT leesikyum basicandadvancedbayesianstructuralequationmodelingwithapplicationsinthemedicalandbehavioralsciences |