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[null,"1.","Record Nr.",null,"UNISA990001706460203316"]
[null,null,"Autore",null,"KELLER, Otto"]
[null,null,"Titolo",null,"Brecht und der moderne roman : auseinandersetzung Brechts mit den strukturen der romane Doblins und Kafkas / Otto Keller"]
[null,null,"Pubbl/distr/stampa",null,"Bern : Francke, copyr. 1975"]
[null,null,"Descrizione fisica",null,"94 p. ; 21 cm"]
[null,null,"Disciplina",null,"833.9"]
[null,null,"Soggetti",null,"Brecht, Bertold"]
[{"$nulls":4},"Kafka, Franz"]
[{"$nulls":4},"Doblin, Alfred"]
[null,null,"Collocazione",null,"VII.2.B. 369(II t B 411)"]
[null,null,"Lingua di pubblicazione",null,"Tedesco"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,"2.","Record Nr.",null,"UNINA9910144118703321"]
[null,null,"Autore",null,"Royston Patrick"]
[null,null,"Titolo",null,"Multivariable model-building [[electronic resource] ] : a pragmatic approach to regression analysis based on fractional polynomials for modelling continuous variables / / Patrick Royston, Willi Sauerbrei"]
[null,null,"Pubbl/distr/stampa",null,"Chichester, England ; ; Hoboken, NJ, : John Wiley, c2008"]
[null,null,"ISBN",null,"1-281-84100-5"]
[{"$nulls":4},"9786611841003"]
[{"$nulls":4},"0-470-77077-5"]
[{"$nulls":4},"0-470-77078-3"]
[null,null,"Descrizione fisica",null,"1 online resource (323 p.)"]
[null,null,"Collana",null,"Wiley series in probability and statistics"]
[null,null,"Disciplina",null,"519.5"]
[{"$nulls":4},"519.536"]
[null,null,"Soggetti",null,"Regression analysis"]
[{"$nulls":4},"Polynomials"]
[{"$nulls":4},"Variables (Mathematics)"]
[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 (p. 271-283) and index."]
[null,null,"Nota di contenuto",null,"Multivariable Model-Building; Contents; Preface; 1 Introduction; 1.1 Real-Life Problems as Motivation for Model Building; 1.1.1 Many Candidate Models; 1.1.2 Functional Form for Continuous Predictors; 1.1.3 Example 1: Continuous Response; 1.1.4 Example 2: Multivariable Model for Survival Data; 1.2 Issues in Modelling Continuous Predictors; 1.2.1 Effects of Assumptions; 1.2.2 Global versus Local Influence Models; 1.2.3 Disadvantages of Fractional Polynomial Modelling; 1.2.4 Controlling Model Complexity; 1.3 Types of Regression Model Considered; 1.3.1 Normal-Errors Regression"]
[{"$nulls":4},"1.3.2 Logistic Regression1.3.3 Cox Regression; 1.3.4 Generalized Linear Models; 1.3.5 Linear and Additive Predictors; 1.4 Role of Residuals; 1.4.1 Uses of Residuals; 1.4.2 Graphical Analysis of Residuals; 1.5 Role of Subject-Matter Knowledge in Model Development; 1.6 Scope of Model Building in our Book; 1.7 Modelling Preferences; 1.7.1 General Issues; 1.7.2 Criteria for a Good Model; 1.7.3 Personal Preferences; 1.8 General Notation; 2 Selection of Variables; 2.1 Introduction; 2.2 Background; 2.3 Preliminaries for a Multivariable Analysis; 2.4 Aims of Multivariable Models"]
[{"$nulls":4},"2.5 Prediction: Summary Statistics and Comparisons2.6 Procedures for "]
[{"$nulls":4},"Selecting Variables; 2.6.1 Strength of Predictors; 2.6.2 Stepwise Procedures; 2.6.3 All-Subsets Model Selection Using Information Criteria; 2.6.4 Further Considerations; 2.7 Comparison of Selection Strategies in Examples; 2.7.1 Myeloma Study; 2.7.2 Educational Body-Fat Data; 2.7.3 Glioma Study; 2.8 Selection and Shrinkage; 2.8.1 Selection Bias; 2.8.2 Simulation Study; 2.8.3 Shrinkage to Correct for Selection Bias; 2.8.4 Post-estimation Shrinkage; 2.8.5 Reducing Selection Bias; 2.8.6 Example; 2.9 Discussion"]
[{"$nulls":4},"2.9.1 Model Building in Small Datasets2.9.2 Full, Pre-specified or Selected Model?; 2.9.3 Comparison of Selection Procedures; 2.9.4 Complexity, Stability and Interpretability; 2.9.5 Conclusions and Outlook; 3 Handling Categorical and Continuous Predictors; 3.1 Introduction; 3.2 Types of Predictor; 3.2.1 Binary; 3.2.2 Nominal; 3.2.3 Ordinal, Counting, Continuous; 3.2.4 Derived; 3.3 Handling Ordinal Predictors; 3.3.1 Coding Schemes; 3.3.2 Effect of Coding Schemes on Variable Selection; 3.4 Handling Counting and Continuous Predictors: Categorization"]
[{"$nulls":4},"3.4.1 'Optimal' Cutpoints: A Dangerous Analysis3.4.2 Other Ways of Choosing a Cutpoint; 3.5 Example: Issues in Model Building with Categorized Variables; 3.5.1 One Ordinal Variable; 3.5.2 Several Ordinal Variables; 3.6 Handling Counting and Continuous Predictors: Functional Form; 3.6.1 Beyond Linearity; 3.6.2 Does Nonlinearity Matter?; 3.6.3 Simple versus Complex Functions; 3.6.4 Interpretability and Transportability; 3.7 Empirical Curve Fitting; 3.7.1 General Approaches to Smoothing; 3.7.2 Critique of Local and Global Influence Models; 3.8 Discussion; 3.8.1 Sparse Categories"]
[{"$nulls":4},"3.8.2 Choice of Coding Scheme"]
[null,null,null,"Sommario/riassunto","Multivariable regression models are of fundamental importance in all areas of science in which empirical data must be analyzed. This book proposes a systematic approach to building such models based on standard principles of statistical modeling. The main emphasis is on the fractional polynomial method for modeling the influence of continuous variables in a multivariable context, a topic for which there is no standard approach. Existing options range from very simple step functions to highly complex adaptive methods such as multivariate splines with many knots and penalisation. This new approa"]
[null,"3.","Record Nr.",null,"UNINA9910715482703321"]
[null,null,"Autore",null,"Mallick Lindsay"]
[null,null,"Titolo",null,"Using health management information systems data to contextualize survey-based estimates of fertility, mortality, and wasting / / Lindsay Mallick [and four others]"]
[null,null,"Pubbl/distr/stampa",null,"Rockville, Maryland, USA : , : ICF, , 2020"]
[null,null,"Descrizione fisica",null,"1 online resource (xiv, 83 pages) : color illustrations"]
[null,null,"Collana",null,"DHS occasional paper ; ; no. 12"]
[null,null,"Soggetti",null,"Medical informatics"]
[{"$nulls":4},"Medical records - Data processing"]
[{"$nulls":4},"Fertility, Human"]
[{"$nulls":4},"Mortality"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","\"April 2020.\""]
[{"$nulls":4},"\"This publication was produced for review by the United States Agency for International Development\"--Cover."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references (pages 69-79)."]
[null,"4.","Record Nr.",null,"UNINA9910707179903321"]
[null,null,"Titolo",null,"Oversight hearing : EPA's proposed carbon pollution standards for existing power plants : hearing before the Committee on Environment and Public Works, United States Senate, One Hundred Thirteenth Congress, second session, July 23, 2014"]
[null,null,"Pubbl/distr/stampa",null,"Washington : , : U.S. Government Publishing Office, , 2016"]
[null,null,"Descrizione fisica",null,"1 online resource (iii, 105 pages) : illustrations"]
[null,null,"Collana",null,"S. hrg. ; ; 113-782"]
[null,null,"Soggetti",null,"Fossil fuel power plants - Environmental aspects - Standards - United States"]
[{"$nulls":4},"Coal-fired power plants - Environmental aspects - Standards - United States"]
[{"$nulls":4},"Carbon dioxide mitigation - Government policy - United States"]
[{"$nulls":4},"Climatic changes - Government policy - United States"]
[{"$nulls":4},"Air - Pollution - Standards - United States"]
[{"$nulls":4},"Legislative hearings."]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Title from title screen (viewed on Apr. 20, 2016)."]
[{"$nulls":4},"Paper version available for sale by the Superintendent of Documents, United States Government Publishing Office."]