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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Medizin Allg. & Lexika Statistical Analysis of Clinical Data on a Pocket Calculator, Part 2
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Statistical Analysis of Clinical Data on a Pocket Calculator, Part 2
Ton J. Cleophas, Aeilko H. Zwinderman (Broschiert, Englisch)
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Beschreibung
The first part of this title contained all statistical tests relevant to starting clinical investigations, and included tests for continuous and binary data, power, sample size, multiple testing, variability, confounding, interaction, and reliability. The current part 2 of this title reviews methods for handling missing data, manipulated data, multiple confounders, predictions beyond observation,… uncertainty of diagnostic tests, and the problems of outliers. Also robust tests, non-linear modeling , goodness of fit testing, Bhatacharya models, item response modeling, superiority testing, variability testing, binary partitioning for CART (classification and regression tree) methods, meta-analysis, and simple tests for incident analysis and unexpected observations at the workplace and reviewed. Each test method is reported together with (1) a data example from practice, (2) all steps to be taken using a scientific pocket calculator, and (3) the main results and their interpretation. Although several of the described methods can also be carried out with the help of statistical software, the latter procedure will be considerably slower. Both part 1 and 2 of this title consist of a minimum of text and this will enhance the process of mastering the methods. Yet the authors recommend that for a better understanding of the test procedures the books be used together with the same authors' textbook "Statistics Applied to Clinical Studies" 5th edition edited 2012, by Springer Dordrecht Netherlands. More complex data files like data files with multiple treatment modalities or multiple predictor variables can not be analyzed with a pocket calculator. We recommend that the small books "SPSS for starters", Part 1 and 2 (Springer, Dordrecht, 2010, and 2012) from the same authors be used as a complementary help for the readers' benefit. 53,45 €
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Technische Daten
Erscheinungsdatum
28.06.2012
Sprache
Englisch
EAN
9789400747036
Herausgeber
Springer Netherland
Serien- oder Bandtitel
SpringerBriefs in Statistics
Sonderedition
Nein
Autor
Ton J. Cleophas, Aeilko H. Zwinderman
Seitenanzahl
78
Einbandart
Broschiert
Buch Untertitel
Statistics on a Pocket Calculator, Part 2
Schlagwörter
Clinical data analysis, Computer science, Data management, Data mining, Machine learning
Thema-Inhalt
MB - Medizin, allgemein
PBT - Wahrscheinlichkeitsrechnung und Statistik
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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