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Applied missing data analysis in the health sciences / / Xiao-Hua Zhou [and three others]
Applied missing data analysis in the health sciences / / Xiao-Hua Zhou [and three others]
Pubbl/distr/stampa Hoboken, New Jersey : , : John Wiley & Sons, , 2014
Descrizione fisica 1 online resource (254 p.)
Disciplina 610.711
Collana Wiley Series in Statistics in Practice
Soggetto topico Medical sciences - Study and teaching
Medicine - Research
Soggetto genere / forma Electronic books.
ISBN 1-118-57363-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Applied Missing Data Analysis in the Health Sciences; Contents; List of Figures; List of Tables; Preface; 1 Missing Data Concepts and Motivating Examples; 1.1 Overview of the Missing Data Problem; 1.2 Patterns and Mechanisms of Missing Data; 1.2.1 Missing Data Patterns; 1.2.2 Missing Data Mechanisms; 1.3 Data Examples; 1.3.1 Improving Mood and Promoting Access to Collaborative Treatment (IMPACT) Study; 1.3.2 National Alzheimer's Coordinating Center Minimum DataSet; 1.3.3 National Alzheimer's Coordinating Center Uniform DataSet; 1.3.4 The Pathways Study
1.3.5 Randomized Trial on Vitamin A Supplement1.3.6 Randomized Trial on Effectiveness of Flu Shot; 2 Overview of Methods for Dealing with Missing Data; 2.1 Methods That Remove Observations; 2.1.1 Complete-Case Methods; 2.1.2 Weighted Complete-Case Methods; 2.1.3 Removing Variables with Large Amounts of Missing Values; 2.2 Methods That Utilize All Available Data; 2.2.1 Maximum Likelihood; 2.3 Methods That Impute Missing Values; 2.3.1 Single Imputation Methods; 2.3.2 Multiple Imputation; 2.4 Bayesian Methods; 3 Design Considerations in the Presence of Missing Data
3.1 Design Factors Related to Missing Data3.2 Strategies for Limiting Missing Data in the Design of Clinical Trials; 3.3 Strategies for Limiting Missing Data in the Conduct of Clinical Trials; 3.4 Minimize the Impact of Missing Data; 4 Cross-Sectional Data Methods; 4.1 Overview of General Methods; 4.2 Data Examples; 4.2.1 Simulation Study; 4.2.2 NHANES Example; 4.3 Maximum Likelihood Approach; 4.3.1 EM Algorithm for Linear Regression with a Missing Continuous Covariate; 4.3.2 EM Algorithm for Linear Regression with Missing Discrete Covariate
4.3.3 EM Algorithm for Logistic Regression with Missing Binary Outcome4.3.4 Simulation Study; 4.3.5 IMPACT Study; 4.3.6 NACC Study; 4.4 Bayesian Methods; 4.4.1 Theory; 4.4.2 Joint Model and Ignorable Missingness; 4.4.3 Bayesian Computation for Missing Data; 4.4.4 Simulation Example; 4.4.5 IMPACT Study; 4.4.6 NHANES Example; 4.5 Multiple Imputation; 4.5.1 Theory; 4.5.2 Some General Guidelines on Imputation Models and Analysis Models; 4.5.3 Theoretical Justification for the MI Method; 4.5.4 MI When θ Is κ-Dimensional; 4.5.5 Simulated Example; 4.5.6 IMPACT Study
4.6 Imputing Estimating Equations4.7 Inverse Probability Weighting; 4.7.1 Theory; 4.7.2 Simulated Example; 4.8 Doubly Robust Estimators; 4.8.1 Theory; 4.8.2 Variance Estimation; 4.8.3 NACC Study; 4.9 Code Used in This Chapter; 4.9.1 Code Used in Section 4.3.4; 4.9.2 Code Used in Section 4.3.5; 4.9.3 Code Used in Section 4.4.4; 4.9.4 Code Used in Section 4.4.5; 4.9.5 Code Used in Section 4.4.6; 4.9.6 Code Used in Section 4.5.5; 4.9.7 Code Used in Section 4.5.6; 4.9.8 Code Used in Section 4.7.2; 5 Longitudinal Data Methods; 5.1 Overview; 5.2 Examples; 5.2.1 IMPACT Study; 5.2.2 NACC UDS Data
5.3 Longitudinal Regression Models for Complete Data
Record Nr. UNINA-9910464489103321
Hoboken, New Jersey : , : John Wiley & Sons, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Applied missing data analysis in the health sciences / / Xiao-Hua Zhou [and three others]
Applied missing data analysis in the health sciences / / Xiao-Hua Zhou [and three others]
Pubbl/distr/stampa Hoboken, New Jersey : , : John Wiley & Sons, , 2014
Descrizione fisica 1 online resource (256 pages)
Disciplina 610.711
Collana Wiley Series in Statistics in Practice
Soggetto topico Medical sciences - Study and teaching
Medicine - Research
ISBN 1-118-57363-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Missing data concepts and motivating examples -- Overview of methods for dealing with missing data -- Design considerations in the presence of missing data -- Crosssectional data methods -- Longitudinal data methods -- Survival analysis under ignorable missingness -- Nonignorable missingness.
Record Nr. UNINA-9910796101203321
Hoboken, New Jersey : , : John Wiley & Sons, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Applied missing data analysis in the health sciences / / Xiao-Hua Zhou [and three others]
Applied missing data analysis in the health sciences / / Xiao-Hua Zhou [and three others]
Pubbl/distr/stampa Hoboken, New Jersey : , : John Wiley & Sons, , 2014
Descrizione fisica 1 online resource (256 pages)
Disciplina 610.711
Collana Wiley Series in Statistics in Practice
Soggetto topico Medical sciences - Study and teaching
Medicine - Research
ISBN 1-118-57363-3
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Missing data concepts and motivating examples -- Overview of methods for dealing with missing data -- Design considerations in the presence of missing data -- Crosssectional data methods -- Longitudinal data methods -- Survival analysis under ignorable missingness -- Nonignorable missingness.
Record Nr. UNINA-9910814694303321
Hoboken, New Jersey : , : John Wiley & Sons, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Düzce Üniversitesi Sağlık Bilimleri Enstitüsü dergisi
Düzce Üniversitesi Sağlık Bilimleri Enstitüsü dergisi
Pubbl/distr/stampa Düzce : , : Düzce Üniversitesi Sağlık Bilimleri Enstitüsü, , 2011-
Descrizione fisica 1 online resource
Soggetto topico Medical sciences - Study and teaching
Medical sciences - Study and teaching - Turkey
Soggetto genere / forma Periodicals.
Electronic journals.
ISSN 2146-443X
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione tur
Altri titoli varianti DÜ Sağlık Bil Enst Derg
Duzcesbed
J DU Health Sci Inst
Journal of Duzce University Health Sciences Institute
Record Nr. UNINA-9910330737703321
Düzce : , : Düzce Üniversitesi Sağlık Bilimleri Enstitüsü, , 2011-
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Health and social care education
Health and social care education
Pubbl/distr/stampa York, U.K. : , : Higher Education Academy, , 2012-2014
Descrizione fisica 1 online resource (3 volumes)
Disciplina [E]
Soggetto topico Medical sciences - Study and teaching
Social work education
Soggetto genere / forma Periodicals.
Soggetto non controllato Medical Education
ISSN 2051-0888
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti Health & social care education
HSCE
Record Nr. UNINA-9910132520303321
York, U.K. : , : Higher Education Academy, , 2012-2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Implementing problem-based medical education [[electronic resource] ] : lessons from successful innovations / / Arthur Kaufman, editor ; foreword by Hilliard Jason
Implementing problem-based medical education [[electronic resource] ] : lessons from successful innovations / / Arthur Kaufman, editor ; foreword by Hilliard Jason
Pubbl/distr/stampa New York, : Springer Pub. Co., c1985
Descrizione fisica 1 online resource (301 p.)
Disciplina 610/.7/11
Altri autori (Persone) KaufmanArthur <1943->
Collana Springer series on medical education
Soggetto topico Clinical medicine - Study and teaching
Educational innovations
Medical logic - Study and teaching
Medical sciences - Study and teaching
Soggetto genere / forma Electronic books.
ISBN 1-281-81352-4
9786611813529
0-8261-4661-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Contents; Contributors; Foreword; Acknowledgments; Introduction; 1 Origins; 2 Curriculum: Problems to Stimulate Learning; 3 Tutorial Groups in Problem-Based Learning; 4 The Library in a Problem-Based Curriculum; 5 Clinical Skills: Enhancing Basic Science Learning; 6 Clinical Electives for Preclinical Medical Students; 7 Extended Community Preceptorship: Problem-Based Learning in the Field; 8 Evaluating Student Performance; 9 Admissions into a Problem-Based Curriculum; 10 Program Evaluation; 11 Cost of Problem-Based Learning; 12 International Perspectives; 13 Institutionalizing Innovation
14 Reflections Index
Record Nr. UNINA-9910453863103321
New York, : Springer Pub. Co., c1985
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Implementing problem-based medical education [[electronic resource] ] : lessons from successful innovations / / Arthur Kaufman, editor ; foreword by Hilliard Jason
Implementing problem-based medical education [[electronic resource] ] : lessons from successful innovations / / Arthur Kaufman, editor ; foreword by Hilliard Jason
Pubbl/distr/stampa New York, : Springer Pub. Co., c1985
Descrizione fisica 1 online resource (301 p.)
Disciplina 610/.7/11
Altri autori (Persone) KaufmanArthur <1943->
Collana Springer series on medical education
Soggetto topico Clinical medicine - Study and teaching
Educational innovations
Medical logic - Study and teaching
Medical sciences - Study and teaching
ISBN 1-281-81352-4
9786611813529
0-8261-4661-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Contents; Contributors; Foreword; Acknowledgments; Introduction; 1 Origins; 2 Curriculum: Problems to Stimulate Learning; 3 Tutorial Groups in Problem-Based Learning; 4 The Library in a Problem-Based Curriculum; 5 Clinical Skills: Enhancing Basic Science Learning; 6 Clinical Electives for Preclinical Medical Students; 7 Extended Community Preceptorship: Problem-Based Learning in the Field; 8 Evaluating Student Performance; 9 Admissions into a Problem-Based Curriculum; 10 Program Evaluation; 11 Cost of Problem-Based Learning; 12 International Perspectives; 13 Institutionalizing Innovation
14 Reflections Index
Record Nr. UNINA-9910782652103321
New York, : Springer Pub. Co., c1985
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Implementing problem-based medical education : lessons from successful innovations / / Arthur Kaufman, editor ; foreword by Hilliard Jason
Implementing problem-based medical education : lessons from successful innovations / / Arthur Kaufman, editor ; foreword by Hilliard Jason
Edizione [1st ed.]
Pubbl/distr/stampa New York, : Springer Pub. Co., c1985
Descrizione fisica 1 online resource (301 p.)
Disciplina 610/.7/11
Altri autori (Persone) KaufmanArthur <1943->
Collana Springer series on medical education
Soggetto topico Clinical medicine - Study and teaching
Educational innovations
Medical logic - Study and teaching
Medical sciences - Study and teaching
ISBN 1-281-81352-4
9786611813529
0-8261-4661-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Contents; Contributors; Foreword; Acknowledgments; Introduction; 1 Origins; 2 Curriculum: Problems to Stimulate Learning; 3 Tutorial Groups in Problem-Based Learning; 4 The Library in a Problem-Based Curriculum; 5 Clinical Skills: Enhancing Basic Science Learning; 6 Clinical Electives for Preclinical Medical Students; 7 Extended Community Preceptorship: Problem-Based Learning in the Field; 8 Evaluating Student Performance; 9 Admissions into a Problem-Based Curriculum; 10 Program Evaluation; 11 Cost of Problem-Based Learning; 12 International Perspectives; 13 Institutionalizing Innovation
14 Reflections Index
Record Nr. UNINA-9910825760003321
New York, : Springer Pub. Co., c1985
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Innovación Docente e Investigación en Salud
Innovación Docente e Investigación en Salud
Autore Gázquez Linares José Jesús.
Edizione [1st ed.]
Pubbl/distr/stampa Madrid : , : Dykinson, S.L., , 2021
Descrizione fisica 1 online resource (387 pages)
Disciplina 610.711
Altri autori (Persone) Pérez-FuentesMaría del Carmen
Simón MárquezMaría del Mar
Soggetto topico Medical sciences - Study and teaching
Methodology
ISBN 84-11-22003-6
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione spa
Nota di contenuto Front Matter -- Table of Contents -- CAPÍTULO 1 PERCEPCIONES SOBRE EL ESTABLECIMIENTO DE GRUPOS Y PAREJAS BURBUJAS PARA EL DESARROLLO DE LA DOCENCIA TEÓRICA Y PRÁCTICA UNIVERSITARIA EN CIENCIAS DE LA SALUD -- CAPÍTULO 2 GRADO DE SATISFACCIÓN Y PERCEPCIONES SOBRE LA DIVISIÓN EN GRUPO PRESENCIAL Y GRUPO ESPEJO PARA LA DOCENCIA TEÓRICA DEBIDO AL COVID-19 -- CAPÍTULO 3 USO DE SOFTWARE ESTADÍSTICO LIBRE JAMOVI Y JASP PARA LA DOCENCIA DE BIOESTADÍSTICA EN EL GRADO EN MEDICINA: UNA VENTANA DE OPORTUNIDAD PARA LA INNOVACIÓN DOCENTE -- CAPÍTULO 4 FORMACIÓN PARA PROFESIONALES DE LA ATENCIÓN TEMPRANA EN EL MANEJO DE "eEARLYCARE" APLICACIÓN WEB: HACIA UNA TERAPIA DE PRECISIÓN -- CAPÍTULO 5 OPTIMIZACIÓN DE RECURSOS EN EL CONTEXTO COVID-19: GESTIÓN DE LA DOCENCIA BIMODAL Y CONTROL DEL APRENDIZAJE ADQUIRIDO POR PARTE DEL ALUMNADO -- CAPÍTULO 6 SIMULACIÓN EN HABILIDADES OBSTÉTRICAS: UN NUEVO MODELO DE APRENDIZAJE -- CAPÍTULO 7 IMPLEMENTACIÓN DE PÍLDORAS DE CONOCIMIENTO BASADAS EN VÍDEOS PRÁCTICOS EN ASIGNATURAS PRÁCTICAS NO CLÍNICAS EN FISIOTERAPIA -- CAPÍTULO 8 LA DOCENCIA UNIVERSITARIA DE OBSTETRICIA Y GINECOLOGÍA EN TIEMPOS DE PANDEMIA: RETOS, OPORTUNIDADES Y CAMBIOS PARA EL FUTURO -- CAPÍTULO 9 GRADO DE SATISFACCIÓN Y PERCEPCIONES SOBRE EL EMPLEO DE UNA PLATAFORMA AUDIOVISUAL DE COMUNICACIÓN COMO HERRAMIENTA DOCENTE -- CAPÍTULO 10 SERIOUS GAMES Y SU APLICACIÓN EN LA ENSEÑANZA SANITARIA EN OBSTETRICIA -- CAPÍTULO 11 INTERVENCIONES DE PROMOCIÓN DE SALUD EN LOS CENTROS EDUCATIVOS NO UNIVERSITARIOS DE HUELVA: DESARROLLO DE UN PROYECTO DE INNOVACIÓN DOCENTE -- CAPÍTULO 12 EFECTIVIDAD DE UNA METODOLOGÍA FLIPPED CLASSROOM COMBINADA CON SIMULACIÓN CLÍNICA EN EL APRENDIZAJE DEL SOPORTE VITAL BÁSICO PEDIÁTRICO EN EL ALUMNADO DE ENFERMERÍA -- CAPÍTULO 13 LA IMPORTANCIA DE LA SIMULACIÓN CLÍNICA EN LA ENSEÑANZA Y ADQUISICIÓN DE COMPETENCIAS EN REPRODUCCIÓN HUMANA ASISTIDA -- CAPÍTULO 14 IMPACTO DE LA AUTO-EXPERIMENTACIÓN EN PRÁCTICAS DE NEUROFISIOLOGÍA EN LOS EXÁMENES TEÓRICOS -- CAPÍTULO 15 SALUD EN TUS MANOS: EL DESAFÍO DE LOS ESTUDIANTES Y PROFESORES DE CIENCIAS DE LA SALUD -- CAPÍTULO 16 INTELIGENCIA EMOCIONAL DEL ESTUDIANTADO DE ENFERMERÍA -- Back Matter.
Record Nr. UNINA-9910838211303321
Gázquez Linares José Jesús.  
Madrid : , : Dykinson, S.L., , 2021
Materiale a stampa
Lo trovi qui: Univ. Federico II
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Interdisciplinary journal of virtual learning in medical sciences
Interdisciplinary journal of virtual learning in medical sciences
Pubbl/distr/stampa Shiraz, Iran : , : Shiraz University of Medical Sciences, , [2010]-
Descrizione fisica 1 online resource
Disciplina 610
Soggetto topico Medical sciences - Study and teaching
Distance education
Soggetto genere / forma Periodicals.
ISSN 2476-7271
Formato Materiale a stampa
Livello bibliografico Periodico
Lingua di pubblicazione eng
Altri titoli varianti IJVLMS
Interdiscip j virtual learn med sci
Record Nr. UNISA-996341447403316
Shiraz, Iran : , : Shiraz University of Medical Sciences, , [2010]-
Materiale a stampa
Lo trovi qui: Univ. di Salerno
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