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[null,"1.","Record Nr.",null,"UNINA9910254061003321"]
[null,null,"Autore",null,"Loos Carolin"]
[null,null,"Titolo",null,"Analysis of Single-Cell Data : ODE Constrained Mixture Modeling and Approximate Bayesian Computation / / by Carolin Loos"]
[null,null,"Pubbl/distr/stampa",null,"Wiesbaden : , : Springer Fachmedien Wiesbaden : , : Imprint : Springer Spektrum, , 2016"]
[null,null,"ISBN",null,"3-658-13234-5"]
[null,null,"Edizione",null,"[1st ed. 2016.]"]
[null,null,"Descrizione fisica",null,"1 online resource (108 p.)"]
[null,null,"Collana",null,"BestMasters, , 2625-3615"]
[null,null,"Disciplina",null,"510"]
[null,null,"Soggetti",null,"Biomathematics"]
[{"$nulls":4},"Mathematics - Data processing"]
[{"$nulls":4},"Bioinformatics"]
[{"$nulls":4},"Mathematical and Computational Biology"]
[{"$nulls":4},"Computational Mathematics and Numerical Analysis"]
[{"$nulls":4},"Computational and Systems Biology"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references."]
[null,null,"Nota di contenuto",null,"Modeling and Parameter Estimation for Single-Cell Data -- ODE Constrained Mixture Modeling for Multivariate Data -- Approximate Bayesian Computation Using Multivariate Statistics."]
[null,null,null,"Sommario/riassunto","Carolin Loos introduces two novel approaches for the analysis of single-cell data. Both approaches can be used to study cellular heterogeneity and therefore advance a holistic understanding of biological processes. The first method, ODE constrained mixture modeling, enables the identification of subpopulation structures and sources of variability in single-cell snapshot data. The second method estimates parameters of single-cell time-lapse data using approximate Bayesian computation and is able to exploit the temporal cross-correlation of the data as well as lineage information. Contents Modeling and Parameter Estimation for Single-Cell Data ODE Constrained Mixture Modeling for Multivariate Data Approximate Bayesian Computation Using Multivariate Statistics Target Groups Researchers and students in the fields of (bio-)mathematics, statistics, bioinformatics System biologists, biostatisticians, bioinformaticians The Author Carolin Loos is currently doing her PhD at the Institute of Computational Biology at the Helmholtz Zentrum München. She is member of the junior research group „Data-driven Computational "]
[{"$nulls":4},"Modeling“."]
[null,"2.","Record Nr.",null,"UNINA9910955634603321"]
[null,null,"Autore",null,"Höglund Kristine"]
[null,null,"Titolo",null,"Understanding Peace Research : Methods and Challenges"]
[null,null,"Pubbl/distr/stampa",null,"Hoboken, : Taylor and Francis, 2011"]
[null,null,"ISBN",null,"0-203-82855-0"]
[null,null,"Edizione",null,"[1st ed.]"]
[null,null,"Descrizione fisica",null,"1 online resource (241 p.)"]
[null,null,"Disciplina",null,"303.6/6072"]
[{"$nulls":4},"303.66072"]
[null,null,"Soggetti",null,"Conflict management - Research"]
[{"$nulls":4},"Conflict management - Research - Methodology"]
[{"$nulls":4},"Conflict management --Research --Methodology"]
[{"$nulls":4},"Conflict management --Research"]
[{"$nulls":4},"Peace - Research"]
[{"$nulls":4},"Peace - Research - Methodology"]
[{"$nulls":4},"Peace --Research --Methodology"]
[{"$nulls":4},"Peace --Research"]
[{"$nulls":4},"Law, Politics & Government"]
[{"$nulls":4},"International Relations"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,"Nota di contenuto",null,"Cover; Understanding Peace Research: Methods and challenges; Copyright; Contents; Boxes, figures and tables; About the contributors; Acknowledgements; Part I: Introduction; 1. Doing Empirical Peace Research; 2. The Origins of Contemporary: Peace Research; Part II: Evaluating Information; 3. Peace Research and Source Criticism?; 4. Gathering Conflict Information Using News Resources; 5. News Reports versus Written Narratives; Part III: The Practice of Information Gathering; 6. Systematic Data Collection; 7. Comparative Field Research in War-torn Societies; 8. In-depth Interviewing"]
[{"$nulls":4},"9. Focus Groups10. Survey Research in Conflict and Post-conflict Societies; Part IV: Conclusions; 11. Improving Information Gathering and Evaluation; Bibliography; Index"]
[null,null,null,"Sommario/riassunto","This textbook provides a comprehensive overview of different methods and sources of information-gathering for peace and conflict students and researchers, as well as the challenges presented by such work. Research on conflict-ridden societies carries special challenges for the "]
[{"$nulls":4},"collection and evaluation of information about the conflict and its actors. First, due to the nature of information emerging, incentives to misrepresent and propaganda is common. News coverage is sometimes poor and reporting is often incomplete, selective and biased. Second, the sensitivity of the topic and the"]