LEADER 01141nam 2200349Ia 450 001 996393264503316 005 20221108074631.0 035 $a(CKB)3360000000197348 035 $a(EEBO)2240899706 035 $a(OCoLC)11759577 035 $a(EXLCZ)993360000000197348 100 $a19850304d1682 uy | 101 0 $alat 135 $aurbn||||a|bb| 200 10$aAbsalon et Achitophel$b[electronic resource] $ecarmine latino heroico 210 $aOxon $cTypis Lichfieldianis prostant apud Ricardum Davis$d1682 215 $a[4], 34, [1] p 300 $aDedicatory preface signed: G.C. [i.e. William Coward, the translator] 300 $aA satire directed against Shaftesbury and Monmouth. 300 $aReproduction of original in Huntington Library. 330 $aeebo-0113 607 $aGreat Britain$xHistory$yCharles II, 1660-1685 700 $aDryden$b John$f1631-1700.$0166214 701 $aCoward$b William$f1657?-1725.$01015137 801 0$bEAA 801 1$bEAA 801 2$bm/c 801 2$bWaOLN 906 $aBOOK 912 $a996393264503316 996 $aAbsalon et Achitophel$92368917 997 $aUNISA LEADER 04114nam 22005415 450 001 9910913778803321 005 20241203115243.0 010 $a9789819769803 010 $a9819769809 024 7 $a10.1007/978-981-97-6980-3 035 $a(CKB)36812937600041 035 $a(MiAaPQ)EBC31812268 035 $a(Au-PeEL)EBL31812268 035 $a(DE-He213)978-981-97-6980-3 035 $a(EXLCZ)9936812937600041 100 $a20241203d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aR for Basic Biostatistics in Medical Research /$fedited by Anand Srinivasan, Archana Mishra, Praveen Kumar-M 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (307 pages) 311 08$a9789819769797 311 08$a9819769795 327 $a1 Why R is essential? What are the prospects by learning R? -- 2 An overview of statistical analysis plan for clinical studies -- 3 Introduction to R environment and basic commands -- 4 Data handling and manipulation in R with Descriptive Statistics -- 5 Introduction to packages in R ? installation, loading, unloading and deletion -- 6 Visualisation of data ? basic and advanced -- 7 Inferential statistics for the hypothesis testing of parametrically distributed data -- 8 Inferential statistics for the hypothesis testing of non-parametric data -- 9 Computation of sample size for clinical studies -- 10 Correlation and linear regression analysis for continuous outcome -- 11 Logistic regression analysis for categorical outcome -- 12 Receiver Operating Characteristic (ROC) curve analysis for diagnostic studies -- 13 Survival analysis for time to event-based outcome -- 14 Conducting randomization in clinical trials -- 15 Development of web-based interactive servers using R shiny package. 330 $aThe scientific community at the global level is fast becoming aware of the rising use of open-source tools such as R and Python for data analysis. Unfortunately, in spite of the awareness, the conversion of the intrigue to the practical knowledge in utilization of the open-source tools for routine day-to-day data analysis is seriously lacking both among physicians and medical scientists. This book enables physician-scientists to understand the complexity of explaining a programming/ data-analytic language to a healthcare professional and medical scientist. It simplifies and explains how R can be used in medical projects and routine office works. It also talks about the methodologies to convert the knowledge to practice. The book starts with the introduction to the structure of R programming language in the initial chapters, followed with explanations of utilizing R in the basics of data analysis like data importing and exporting, operations on a data frame, parametric and non-parametric tests, regression, sample size calculation, survival analysis, receiver operator characteristic analysis (ROC) and techniques of randomization. Each chapter provides a brief introduction to the involved statistics, for example, dataset, working codes, and a section explaining the codes. In addition to it, a chapter has been dedicated to describing the ways to generate plots using R. This book primarily targets health care professionals and medical/life-science researchers in general. 606 $aBiometry 606 $aProgramming languages (Electronic computers) 606 $aBiostatistics 606 $aProgramming Language 615 0$aBiometry. 615 0$aProgramming languages (Electronic computers). 615 14$aBiostatistics. 615 24$aProgramming Language. 676 $a570.15195 700 $aSrinivasan$b Anand$01751935 701 $aMishra$b Archana$01777797 701 $aKumar-M$b Praveen$01777798 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910913778803321 996 $aR for Basic Biostatistics in Medical Research$94299602 997 $aUNINA