The Big R-Book. Philippe J. S. De Brouwer
href="#ulink_700390e3-009a-5ac4-843e-05e6737306e2">30.3 Bonds 30.4 The Capital Asset Pricing Model (CAPM) 30.5 Equities 30.6 Forwards and Futures 30.7 Options Notes
13 PART VII: Reporting 31 A Grammar of Graphics with ggplot2 31.1 The Basics of ggplot2 31.2 Over-plotting 31.3 Case Study for ggplot2 Notes 32 R Markdown Note 33 knitr and LATEX Notes 34 An Automated Development Cycle 35 Writing and Communication Skills Note 36 Interactive Apps 36.1 Shiny 36.2 Browser Born Data Visualization 36.3 Dashboards Notes
14 PART VIII: Bigger and Faster R 37 Parallel Computing 37.1 Combine foreach and doParallel 37.2 Distribute Calculations over LAN with Snow 37.3 Using the GPU Notes 38 R and Big Data 38.1 Use a Powerful Server 38.2 Using more Memory than we have RAM Notes 39 Parallelism for Big Data 39.1 Apache Hadoop 39.2 Apache Spark Notes 40 The Need for Speed 40.1 Benchmarking 40.2 Optimize Code 40.3 Profiling Code 40.4 Optimize Your Computer Notes
15 PART IX: Appendices A Create your own R Package A.1 Creating the Package in the R Console A.2 Update the Package Description A.3 Documenting the Functions A.4 Loading the Package A.5 Further Steps Notes B Levels of Measurement B.1 Nominal Scale B.2 Ordinal Scale B.3 Interval Scale B.4 Ratio Scale C Trademark Notices C.1 General Trademark Notices C.2 R-Related Notices D Code Not Shown in the Body of the Book E Answers to Selected Questions Note
16 Bibliography
17 Nomenclature
18 Index
List of Tables
1 Chapter 8Table 8.1: Common distributions and their names in R.Table 8.2: Summary information based on the dataset mtcars.
2 Chapter 13Table 13.1: The table of authors for our simple database system.Table 13.2: The table that contains information related to books.Table 13.3: A simple example of a relational database system or RDBMS for a simp...
3 Chapter 19Table 19.1: Different levels of information value and their commonly accepted in...
4 Chapter 22Table 22.1: The confusion matrix, where “pred.” refers to the predictions made b...
5 Chapter 27Table 27.1: The decision matrix summarises the information that we have gathered...
6 Chapter 30Table 30.1: An overview of the price dependency for call and put options. A plus...Table 30.2: An overview of “the Greeks:” the most relevant derivatives of the op...Table 30.3: Delta hedging of a hypothetical example where we only hedge our pos...
7 Chapter 36Table 36.1: A comparision of flexdashboard and shinydashboard.
8 Chapter