LEADER 04257nam 22006255 450 001 9911021974903321 005 20250821124919.0 010 $a981-9608-78-3 024 7 $a10.1007/978-981-96-0878-2 035 $a(CKB)40402009800041 035 $a(MiAaPQ)EBC32269949 035 $a(Au-PeEL)EBL32269949 035 $a(DE-He213)978-981-96-0878-2 035 $a(EXLCZ)9940402009800041 100 $a20250821d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aStatistical Methods and Models for Health and Clinical Studies /$fby Shahjahan Khan, Md. Shafiur Rahman 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (578 pages) 225 1 $aMedicine Series 311 08$a981-9608-77-5 327 $aPart 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. 330 $aThis book addresses the need for statistical knowledge and skills among health professionals and researchers by presenting statistical concepts, methods and models in a health and clinical context, making it distinct from traditional textbooks. By using real-life examples and motivational scenarios from health studies, the book explains all relevant concepts and methods in an engaging and accessible manner, avoiding unnecessary mathematical jargon. Every chapter of the book starts with a set of learning outcomes to guide the researchers and users. Special attention is given to explaining statistical concepts with examples from various health areas, ensuring clarity and understanding. The book covers a wide range of topics, including data description and collection, study designs, inferential methods, statistical model fittings, and data analysis using SPSS, R, and STATA codes. Readers are provided with step-by-step guidance with illustrations, making it easier to follow along and apply the techniques discussed, and interpretation of results in the context of the problem. The book highlights the importance of statistics in solving health and clinical problems, equipping readers with the essential tools and strategies needed for evidence-based decision-making. By focusing on practical examples and real-world applications, this book serves as an invaluable resource for health professionals and researchers offering valuable insights and practical advice to help navigate the complexities of statistical analysis in the health and clinical fields. 410 0$aMedicine Series 606 $aBiometry 606 $aStatistics 606 $aMedical informatics 606 $aMedical sciences 606 $aBiostatistics 606 $aStatistics 606 $aHealth Informatics 606 $aHealth Sciences 615 0$aBiometry. 615 0$aStatistics. 615 0$aMedical informatics. 615 0$aMedical sciences. 615 14$aBiostatistics. 615 24$aStatistics. 615 24$aHealth Informatics. 615 24$aHealth Sciences. 676 $a610.727 700 $aKhan$b Shahjahan$0845944 701 $aRahman$b Shafiur$0306017 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911021974903321 996 $aStatistical Methods and Models for Health and Clinical Studies$94429218 997 $aUNINA