Statistical Methods and Models for Health and Clinical Studies

Statistical Methods and Models for Health and Clinical Studies

Khan, Shahjahan; Rahman, Md. Shafiur

Springer Nature Switzerland AG

04/2025

456

Dura

9789819608775

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Part I: Introduction to Data (Khan).- Chapter 1 - Introduction to Variables and Data.- Chapter 2: Data Description - Graphical and Numerical.- Part II: Probability and Distributions (Khan).- Chapter 3: Probability concepts and discrete models.- Chapter 4: Normal distribution and applications.- Part III Data Production and Study Designs (Khan).- Chapter 5: Observational studies.- Chapter 6: Experimental studies.- Part IV : Inferential Methods (Khan).- Chapter 7: Statistical inference - Estimation.- Chapter 8: Statistical inference - Test of hypothesis (One sample).- Chapter 9: Hypothesis tests for two and more means.- Part V : Linear Models (Rahman).- Chapter 10: Relationship between quantitative variables.- Chapter 11: Relationship between two categorial variables.- Chapter 12: Nonlinear regression models.- Chapter 13: Multilevel models.- Chapter 14: Survival analysis.
Statistical methods for heath studies;Health statistics;Clinical statistics;Medical statistics;Statistics for health studies;Statistics for medical studies;Statistics for clinical studies;Statistics for health research;Statistical modelling of health data;Health data analysis;Statistical modelling of health data;Health data analysis