00000nam a22000004a 4500 UP-1685936960461347519 Buklod 20240220125758.0 m |o d | ta 240118s2022 xxu r |||| u|eng d 9781774690406 DSTC rda eng RA 409 N33 2022 Nady, Mohsen. Author. Arcler Press Introduction to Biostatistics using R Mohsen Nady. Arcler Press, Burlington, Canada, 2022 x, 504 pages colored illustrations 23 cm text rdacontent unmediated rdamedia volume rdacarrier Includes bibliography. - Chapter 1 Introduction to Statistics; - Chapter 2 Numerical Data; - Chapter 3 The Normal Distribution; - Chapter 4 Binary and Categorical Data; - Chapter 5 Time to Event Data = Survival Data = Failure Time Data; - Chapter 6 Sampling Distribution; - Chapter 7 Confidence Intervals; - Chapter 8 Confidence Intervals for Comparing Two or More Populations; - Chapter 9 Hypothesis Testing for Comparing Means; - Chapter 10 Hypothesis Testing for Proportions and Time to Event Data; - Chapter 11 Hypothesis Testing for More Than Two Populations; - Chapter 12 Simple and Multiple Linear Regression; - Chapter 13 Simple and Multiple Logistic Regression; - Chapter 14 Simple and Multiple Cox Regression This book covers some introductory steps in biostatistics using R programming language. Biostatistics is the branch of statistics that applies statistical methods to medical and biological problems. Biostatistics has become more important recently for studying the great amount of data that is produced from census data, genome sequencing, gene expression data, medical bioinformatics, and medical imaging data. With the help of R programming, statistical analysis, data cleaning, data visualization, and machine learning has become a relatively easy tasks for these huge datasets. R is now considered the centerpiece language for doing all these data science skills because it has many useful packages that not only can perform all these tasks, but also, has additional packages that were specifically designed for several statistical tasks related to biology and medical data. Biostatistics. Probability and Statistics. FO UPD DSTC RA 409 N33 2022 Book