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Disease mapping with WinBUGS and MLwiN [[electronic resource] /] / Andrew B. Lawson, William J. Browne, Carmen L. Vidal Rodeiro
| Disease mapping with WinBUGS and MLwiN [[electronic resource] /] / Andrew B. Lawson, William J. Browne, Carmen L. Vidal Rodeiro |
| Autore | Lawson Andrew (Andrew B.) |
| Pubbl/distr/stampa | Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2003 |
| Descrizione fisica | 1 online resource (293 p.) |
| Disciplina |
614
614.4202855369 615.4/2/0727 |
| Altri autori (Persone) |
BrowneWilliam J <1972-> (William John)
Vidal RodeiroCarmen L |
| Collana | Statistics in practice |
| Soggetto topico |
Medical mapping
Medical geography - Maps - Data processing Epidemiology - Statistical methods Epidemiology - Data processing Public health surveillance |
| ISBN |
1-280-27039-X
9786610270392 0-470-34164-5 0-470-85605-X 0-470-85606-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Disease Mapping with WinBUGS and MLwiN; Contents; Preface; Notation; 0.1 Standard notation for multilevel modelling; 0.2 Spatial multiple-membership models and the MMMC notation; 0.3 Standard notation for WinBUGS models; 1 Disease mapping basics; 1.1 Disease mapping and map reconstruction; 1.2 Disease map restoration; 2 Bayesian hierarchical modelling; 2.1 Likelihood and posterior distributions; 2.2 Hierarchical models; 2.3 Posterior inference; 2.4 Markov chain Monte Carlo methods; 2.5 Metropolis and Metropolis-Hastings algorithms; 2.6 Residuals and goodness of fit; 3 Multilevel modelling
3.1 Continuous response models3.2 Estimation procedures for multilevel models; 3.3 Poisson response models; 3.4 Incorporating spatial information; 3.5 Discussion; 4 WinBUGS basics; 4.1 About WinBUGS; 4.2 Start using WinBUGS; 4.3 Specification of the model; 4.4 Model fitting; 4.5 Scripts; 4.6 Checking convergence; 4.7 Spatial modelling: GeoBUGS; 4.8 Conclusions; 5 MLwiN basics; 5.1 About MLwiN; 5.2 Getting started; 5.3 Fitting statistical models; 5.4 MCMC estimation in MLwiN; 5.5 Spatial modelling; 5.6 Conclusions; 6 Relative risk estimation; 6.1 Relative risk estimation using WinBUGS 6.2 Spatial prediction6.3 An analysis of the Ohio dataset using MLwiN; 7 Focused clustering: the analysis of putative health hazards; 7.1 Introduction; 7.2 Study design; 7.3 Problems of inference; 7.4 Modelling the hazard exposure risk; 7.5 Models for count data; 7.6 Bayesian models; 7.7 Focused clustering in WinBUGS; 7.8 Focused clustering in MLwiN; 8 Ecological analysis; 8.1 Introduction; 8.2 Statistical models; 8.3 WinBUGS analyses of ecological datasets; 8.4 MLwiN analyses of ecological datasets; 9 Spatially-correlated survival analysis; 9.1 Survival analysis in WinBUGS 9.2 Survival analysis in MLwiN10 Epilogue; Appendix 1: WinBUGS code for focused clustering models; A.1 Falkirk example; A.2 Ohio example; Appendix 2: S-Plus function for conversion to GeoBUGS format; Bibliography; Index |
| Record Nr. | UNINA-9910831057903321 |
Lawson Andrew (Andrew B.)
|
||
| Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Disease mapping with WinBUGS and MLwiN [[electronic resource] /] / Andrew B. Lawson, William J. Browne, Carmen L. Vidal Rodeiro
| Disease mapping with WinBUGS and MLwiN [[electronic resource] /] / Andrew B. Lawson, William J. Browne, Carmen L. Vidal Rodeiro |
| Autore | Lawson Andrew (Andrew B.) |
| Pubbl/distr/stampa | Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2003 |
| Descrizione fisica | 1 online resource (293 p.) |
| Disciplina |
614
614.4202855369 615.4/2/0727 |
| Altri autori (Persone) |
BrowneWilliam J <1972-> (William John)
Vidal RodeiroCarmen L |
| Collana | Statistics in practice |
| Soggetto topico |
Medical mapping
Medical geography - Maps - Data processing Epidemiology - Statistical methods Epidemiology - Data processing Public health surveillance |
| ISBN |
1-280-27039-X
9786610270392 0-470-34164-5 0-470-85605-X 0-470-85606-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Disease Mapping with WinBUGS and MLwiN; Contents; Preface; Notation; 0.1 Standard notation for multilevel modelling; 0.2 Spatial multiple-membership models and the MMMC notation; 0.3 Standard notation for WinBUGS models; 1 Disease mapping basics; 1.1 Disease mapping and map reconstruction; 1.2 Disease map restoration; 2 Bayesian hierarchical modelling; 2.1 Likelihood and posterior distributions; 2.2 Hierarchical models; 2.3 Posterior inference; 2.4 Markov chain Monte Carlo methods; 2.5 Metropolis and Metropolis-Hastings algorithms; 2.6 Residuals and goodness of fit; 3 Multilevel modelling
3.1 Continuous response models3.2 Estimation procedures for multilevel models; 3.3 Poisson response models; 3.4 Incorporating spatial information; 3.5 Discussion; 4 WinBUGS basics; 4.1 About WinBUGS; 4.2 Start using WinBUGS; 4.3 Specification of the model; 4.4 Model fitting; 4.5 Scripts; 4.6 Checking convergence; 4.7 Spatial modelling: GeoBUGS; 4.8 Conclusions; 5 MLwiN basics; 5.1 About MLwiN; 5.2 Getting started; 5.3 Fitting statistical models; 5.4 MCMC estimation in MLwiN; 5.5 Spatial modelling; 5.6 Conclusions; 6 Relative risk estimation; 6.1 Relative risk estimation using WinBUGS 6.2 Spatial prediction6.3 An analysis of the Ohio dataset using MLwiN; 7 Focused clustering: the analysis of putative health hazards; 7.1 Introduction; 7.2 Study design; 7.3 Problems of inference; 7.4 Modelling the hazard exposure risk; 7.5 Models for count data; 7.6 Bayesian models; 7.7 Focused clustering in WinBUGS; 7.8 Focused clustering in MLwiN; 8 Ecological analysis; 8.1 Introduction; 8.2 Statistical models; 8.3 WinBUGS analyses of ecological datasets; 8.4 MLwiN analyses of ecological datasets; 9 Spatially-correlated survival analysis; 9.1 Survival analysis in WinBUGS 9.2 Survival analysis in MLwiN10 Epilogue; Appendix 1: WinBUGS code for focused clustering models; A.1 Falkirk example; A.2 Ohio example; Appendix 2: S-Plus function for conversion to GeoBUGS format; Bibliography; Index |
| Record Nr. | UNINA-9910841598103321 |
|
Lawson Andrew (Andrew B.)
|
||
| Chichester, West Sussex, England ; ; Hoboken, NJ, : J. Wiley, c2003 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Epidemic modelling : an introduction / D.J. Daley and J. Gani
| Epidemic modelling : an introduction / D.J. Daley and J. Gani |
| Autore | Daley, Daryl J. |
| Pubbl/distr/stampa | Cambridge ; New York : Cambridge University Press, 1999 |
| Descrizione fisica | xii, 213 p. : ill. ; 24 cm |
| Disciplina | 614.4015 |
| Altri autori (Persone) | Gani, Joseph Mark |
| Collana | Cambridge studies in mathematical biology ; 15 |
| Soggetto topico |
Epidemiology - Mathematical models
Epidemiology - Statistical methods |
| ISBN | 0521640792 (hbk.) |
| Classificazione |
LC RA652.2.M3
510.62 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991000788299707536 |
|
Daley, Daryl J.
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||
| Cambridge ; New York : Cambridge University Press, 1999 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
| ||
Epidemiology and medical statistics / edited by C. R. Rao, J. P. Miller, D. C. Rao
| Epidemiology and medical statistics / edited by C. R. Rao, J. P. Miller, D. C. Rao |
| Pubbl/distr/stampa | Amsterdam : Elsevier/North-Holland, 2008 |
| Descrizione fisica | xviii, 852 p. : ill. ; 25 cm |
| Disciplina | 614.40727 |
| Altri autori (Persone) |
Rao, Calyampudi Radhakrishna
Miller, J. Philip Rao, Dabeeru C. |
| Collana | Handbook of statistics, 0169-7161 ; 27 |
| Soggetto topico |
Epidemiology - Statistical methods
Medical statistics |
| ISBN |
9780444528018
0444528016 |
| Classificazione |
AMS 62-00
AMS 62P10 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991003841389707536 |
| Amsterdam : Elsevier/North-Holland, 2008 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
| ||
Mesures statistiques en épidémiologie / Paul-Marie Bernard et Claude Lapointe
| Mesures statistiques en épidémiologie / Paul-Marie Bernard et Claude Lapointe |
| Autore | Bernard Paul-Marie <1942-> |
| Pubbl/distr/stampa | Sillery : , : Presses de l'Universite du Quebec, , 1987 |
| Descrizione fisica | 1 online resource (328 pages) |
| Disciplina | 614.4/07/2 |
| Soggetto topico | Epidemiology - Statistical methods |
| ISBN |
2-7605-2055-2
1-4416-0985-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | fre |
| Record Nr. | UNINA-9910524659403321 |
|
Bernard Paul-Marie <1942->
|
||
| Sillery : , : Presses de l'Universite du Quebec, , 1987 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Modern Epidemiology / / Timothy L. Lash [and three others]
| Modern Epidemiology / / Timothy L. Lash [and three others] |
| Edizione | [Fourth edition.] |
| Pubbl/distr/stampa | Philadelphia : , : Wolters Kluwer / Lippincott Williams & Wilkins, , [2021] |
| Descrizione fisica | 1 online resource : illustrations (black and white) |
| Disciplina | 614.4 |
| Collana | Books@Ovid |
| Soggetto topico |
Epidemiology - Research - Methodology
Epidemiology Epidemiology - Statistical methods Epidemiologic Methods |
| ISBN |
9781975166281
1975166280 9781451193282 (paperback) 1451193289 (paperback) |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: The scope of epidemiology -- Chapter 2: Causal inference and scientific reasoning -- Chapter 3: Formal causal models -- Chapter 4: Measures of occurrence -- Chapter 5: Measures of effect and measures of association -- Chapter 6: Epidemiologic study design with validity and efficiency considerations -- Chapter 7: Cohort studies -- Chapter 8: Case-control studies -- Chapter 9: Public health surveillance -- Chapter 10: Field methods -- Chapter 11: Studies relying on secondary data -- Chapter 12: Confounding and confounders -- Chapter 13: Measurement and measurement error -- Chapter 14: Selection bias and generalizability -- Chapter 15: Precision and study size -- Chapter 16: Fundamentals of epidemiologic data analysis -- Chapter 17: Introduction to categorical statistics -- Chapter 18: Stratification and standardization -- Chapter 19: Categorical analysis of polytomous exposures and outcome -- Chapter 20: Regression analysis part I: model specification -- Chapter 21: Regression analysis part II: model fitting and assessment -- Chapter 22: Time-to-event analysis -- Chapter 23: Introduction to Bayesian statistics -- Chapter 24: Longitudinal and cluster-correlated data analysis -- Chapter 25: Causal inference with time-varying exposures -- Chapter 26: Analysis of interaction -- Chapter 27: Mediation analysis -- Chapter 28: Instrumental variables and quasi-experimental approaches -- Chapter 29: Bias analysis -- Chapter 30: Ecologic studies and analysis -- Chapter 31: Agent-based modeling -- Chapter 32: Infectious disease epidemiology -- Chapter 33: Reproductive epidemiology -- Chapter 34: Psychiatric epidemiology -- Chapter 35: Clinical epidemiology -- Chapter 36: Molecular epidemiology -- Chapter 37: Genetic epidemiology -- Chapter 38: Injury and violence epidemiology -- Chapter 39: Social epidemiology -- Chapter 40: Environmental epidemiology -- Chapter 41: Occupational epidemiology -- Chapter 42: Nutritional epidemiology -- Chapter 43: Pharmacoepidemiology |
| Altri titoli varianti | Epidemiology |
| Record Nr. | UNINA-9910794455903321 |
| Philadelphia : , : Wolters Kluwer / Lippincott Williams & Wilkins, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Modern Epidemiology / / Timothy L. Lash [and three others]
| Modern Epidemiology / / Timothy L. Lash [and three others] |
| Edizione | [Fourth edition.] |
| Pubbl/distr/stampa | Philadelphia : , : Wolters Kluwer / Lippincott Williams & Wilkins, , [2021] |
| Descrizione fisica | 1 online resource : illustrations (black and white) |
| Disciplina | 614.4 |
| Collana | Books@Ovid |
| Soggetto topico |
Epidemiology - Research - Methodology
Epidemiology Epidemiology - Statistical methods Epidemiologic Methods |
| ISBN |
9781975166281
1975166280 9781451193282 (paperback) 1451193289 (paperback) |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: The scope of epidemiology -- Chapter 2: Causal inference and scientific reasoning -- Chapter 3: Formal causal models -- Chapter 4: Measures of occurrence -- Chapter 5: Measures of effect and measures of association -- Chapter 6: Epidemiologic study design with validity and efficiency considerations -- Chapter 7: Cohort studies -- Chapter 8: Case-control studies -- Chapter 9: Public health surveillance -- Chapter 10: Field methods -- Chapter 11: Studies relying on secondary data -- Chapter 12: Confounding and confounders -- Chapter 13: Measurement and measurement error -- Chapter 14: Selection bias and generalizability -- Chapter 15: Precision and study size -- Chapter 16: Fundamentals of epidemiologic data analysis -- Chapter 17: Introduction to categorical statistics -- Chapter 18: Stratification and standardization -- Chapter 19: Categorical analysis of polytomous exposures and outcome -- Chapter 20: Regression analysis part I: model specification -- Chapter 21: Regression analysis part II: model fitting and assessment -- Chapter 22: Time-to-event analysis -- Chapter 23: Introduction to Bayesian statistics -- Chapter 24: Longitudinal and cluster-correlated data analysis -- Chapter 25: Causal inference with time-varying exposures -- Chapter 26: Analysis of interaction -- Chapter 27: Mediation analysis -- Chapter 28: Instrumental variables and quasi-experimental approaches -- Chapter 29: Bias analysis -- Chapter 30: Ecologic studies and analysis -- Chapter 31: Agent-based modeling -- Chapter 32: Infectious disease epidemiology -- Chapter 33: Reproductive epidemiology -- Chapter 34: Psychiatric epidemiology -- Chapter 35: Clinical epidemiology -- Chapter 36: Molecular epidemiology -- Chapter 37: Genetic epidemiology -- Chapter 38: Injury and violence epidemiology -- Chapter 39: Social epidemiology -- Chapter 40: Environmental epidemiology -- Chapter 41: Occupational epidemiology -- Chapter 42: Nutritional epidemiology -- Chapter 43: Pharmacoepidemiology |
| Altri titoli varianti | Epidemiology |
| Record Nr. | UNINA-9910819901903321 |
| Philadelphia : , : Wolters Kluwer / Lippincott Williams & Wilkins, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Multivariate methods in epidemiology / Theodore R. Holford
| Multivariate methods in epidemiology / Theodore R. Holford |
| Autore | Holford, Theodore R. |
| Pubbl/distr/stampa | Oxford ; New York : Oxford University Press, 2002 |
| Descrizione fisica | xvii, 408 p. : ill. ; 24 cm |
| Disciplina | 614.40727 |
| Collana | Monographs in epidemiology and biostatistics ; 32 |
| Soggetto topico |
Epidemiology - Statistical methods
Multivariate analysis |
| ISBN | 0195124405 |
| Classificazione |
AMS 92D30
LC RA652.2.M3 H654 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991001614869707536 |
|
Holford, Theodore R.
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||
| Oxford ; New York : Oxford University Press, 2002 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
| ||
Outline of Genetic Epidemiology / / N. E. Morton
| Outline of Genetic Epidemiology / / N. E. Morton |
| Autore | Morton Newton E (Newton Ennis), <1929-> |
| Pubbl/distr/stampa | Basel : , : S. Karger AG, , 1982 |
| Descrizione fisica | 1 online resource (vii, 252 pages) : illustrations |
| Disciplina | 614.4 |
| Soggetto topico |
Epidemiology - Statistical methods
Epidemiology Epidemiology - Research |
| ISBN | 3-318-05364-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910149604703321 |
|
Morton Newton E (Newton Ennis), <1929->
|
||
| Basel : , : S. Karger AG, , 1982 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Particle emission concept and probabilistic consideration of the development of infections in systems : dynamics from logarithm and exponent in the infection process, percolation effects / / Marcus Hellwig
| Particle emission concept and probabilistic consideration of the development of infections in systems : dynamics from logarithm and exponent in the infection process, percolation effects / / Marcus Hellwig |
| Autore | Hellwig Marcus |
| Edizione | [1st ed. 2021.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2021] |
| Descrizione fisica | 1 online resource (XIII, 110 p. 95 illus., 93 illus. in color.) |
| Disciplina | 614.4072 |
| Soggetto topico |
Epidemiology - Statistical methods
Epidemiologia Estadística matemàtica |
| Soggetto genere / forma | Llibres electrònics |
| ISBN | 3-030-69500-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Trends in the spread of infections, distribution and contact rates -- Addition of the 4th parameter kurtosis to the density Eqb -- Prediction using the density function and continuous adjustment of the parameters -- Basics for exponential propagation, the logarithm of historical data -- Developments in the USA -- Incidence under probabilistic aspects -- On the percolation theory COVID -- Examples of percolation effects. |
| Record Nr. | UNISA-996466398603316 |
|
Hellwig Marcus
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||
| Cham, Switzerland : , : Springer, , [2021] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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