This course covers: Differences between multivariate analysis and univariate analysis Differences between dimension reduction and clustering Principle Component Analysis (PCA) Factor analysis ...

and the analysis of repeated measures with missing data. To order SAS Institute Publications, call SAS Institute book sales at 1-800-727-3228. (Note: This toll-free number is for ordering books in the ...

Step by step, this book guides beginners through the basic concepts of research and data analysis, to data input and on to ANOVA and MANOVA. The more advanced researchers will find the presentation of ...

Several statistical methods have been proposed for modelling survival analysis data. We will describe ... Again, we present both the univariate and multivariate effect sizes in Table 3.

Traditional risk-benefit analysis of medical advances ... require us to alter our prevailing univariate paradigm, to revisit how we interpret data from clinical trials, and how we interact with ...

Statistics are often viewed as confusing and complicated, but multivariate data analysis (MVA) methods can be used to amass knowledge simply. Traditionally, studies are performed and analysed ...

Research methods suitable for the analysis of big datasets containing many variables. The fundamentals of data visualisation ... methods in order to implement and interpret the outcomes of ...