You are here: Vanderbilt Biostatistics Wiki>Main Web>Education>StatCompCourse (15 Jan 2014, NanaKwarteng)EditAttach

- Computer programming prerequisites
- Syllabus, course notes, and book by Alzola and Harrell.
- Concepts to master
- R and S-Plus page
- Scripts and Output used in Class and Labs
- Homework and Project Assignments
- Lab Assignments
- Small Excel file for learning how to import data here.
- S code for creating data for Table 5 of Galobardes
*et al*. for final project - Corrected data and data dictionaries from Rosner and some associated S-Plus data frames (
`dumpdata.ssd`

file) - Datasets useful in learning biostatistical modeling techniques
- For an S script demonstrating how to draw random numbers, the central limit theorem, and binomial probabilities, click here.
- Statistical graphics page
- S-Plus Hints; JS Hong (27May98, PDF, 16 pages, companion to Alzola & Harrell)
- Oxford University's R Programming Course

- RStatServer and RSOAP projects and a live CD ISO
- Open Infrastructure for Outcomes with a live reporting module using
RSessionDA - Free statistics software- Wessa server using R
- An impressive implementation of time series analysis based on R and Javascript. This web server creates separate browser windows for data entry, graphics, and procedure selection. These windows are dynamic. For example, after entering data there is no
`submit`

button to submit the data. The procedure selection window is used to start the analysis, which uses the current values in the data window. - Online multivariate analysis and graphical displays from PBIL, Lyon
- Correspondence analysis of codon usage from a set of DNA sequencies, from PBIL, Lyon
- The Rweb system (mirrored here).
- An R web server for robust rank-based linear models
- An R web server for the Harrell-Davis quantile estimator
- Rcgi, a "lighter alternative to Rweb with more 'reasonable' dependencies"
- Rpad
- R-php
- R-Online
- gWidgetsWWW
- An impressive interactive site for ggplot2
- Doug Bates' presentation Using Open Source Software to Teach Mathematical Statistics, with examples of distribution fitting using maximum likelihood, profile likelihood plotting, and other statistical calculations
- Notes from John Nash's Workshop on Open Source and Proprietary Statistical Software
- Other CGI examples: here, here, and here.
- The CGIwithR package
- A web site summarizing features of various R web servers
- The Other Road Ahead by Paul Graham, an interesting essay on the value of using servers for most applications
- rapache - Embeds R into Apache.

- S for Statistical Data Analysis and Graphics - Detailed description of a three-day short course by FrankHarrell. See the attachments at the bottom of this page for scripts developed in previous classes (
`.txt`

files). - Introduction to Statistics in R by BonnieLaFleur and DeanBillheimer
- An Introduction to R by TheresaScott
- Advanced Statistical Computing by Robert Gray

- Web site for Kraus and Olson's book
- Dalhousie University's Software Tutorials, including one on S-Plus
- Statistical Computing & Graphics Newsletter
- Abstracts and papers from the 2nd International Workshop on Distributed Statistical Computing, Vienna
- Keynote lectures from the 2004 useR! meeting
- R-based site for rank-based linear models by Abebe, Crimin, McKean, Haas, Vidmar (see
*Drug Information Journal*35:947-971, 2001). - Patrick Burns' bootstrap and resampling page for R and S-Plus
- Statistical computing software list (including a list of free packages) from Statistical Science Web
- For teaching ideas see http://www.stat.berkeley.edu/~statcur and the article by Nolan and Temple Lang in the May 2010 TAS.

I | Attachment | Action | Size | Date | Who | Comment |
---|---|---|---|---|---|---|

txt | 1day.graphics.oct01.txt | manage | 19.2 K | 08 Sep 2005 - 16:28 | FrankHarrell | S scripts from class |

txt | 1day.statcomp.oct00.txt | manage | 4.6 K | 08 Sep 2005 - 16:28 | FrankHarrell | S scripts from class |

txt | 2day.aug00.txt | manage | 8.2 K | 08 Sep 2005 - 16:29 | FrankHarrell | S scripts from class |

txt | 2day.may00.txt | manage | 26.6 K | 08 Sep 2005 - 16:29 | FrankHarrell | S scripts from class |

txt | 3day.jun02.txt | manage | 13.3 K | 08 Sep 2005 - 16:29 | FrankHarrell | S scripts from class |

txt | 3day.may01.txt | manage | 12.2 K | 08 Sep 2005 - 16:30 | FrankHarrell | S scripts from class |

txt | 3day.may03.txt | manage | 12.2 K | 08 Sep 2005 - 16:30 | FrankHarrell | S scripts from class |

zip | RosnerData.zip | manage | 77.1 K | 29 Feb 2004 - 08:06 | FrankHarrell | Datasets from Rosner's Intro to Biostatistics Book |

StatCompGraphLab.pdf | manage | 98.2 K | 29 Feb 2004 - 08:31 | FrankHarrell | Stat Comp & Graphics Lab Assignments | |

StatCompGraphSyllabus.pdf | manage | 129.5 K | 29 Feb 2004 - 08:19 | FrankHarrell | Stat Computing & Graphics Syllabus | |

zip | StatCompScriptArchive.zip | manage | 85.2 K | 29 Feb 2004 - 07:43 | FrankHarrell | Stat Comp & Graphics Script Archive |

txt | may00.txt | manage | 26.6 K | 08 Sep 2005 - 16:30 | FrankHarrell | S scripts from class |

sCompGraph.pdf | manage | 474.2 K | 04 Dec 2008 - 11:19 | FrankHarrell | Statistical Computing & Graphics Course Notes | |

synopsis.pdf | manage | 120.2 K | 10 Mar 2004 - 15:33 | ColeBeck |

Edit | Attach | Print version | History: r34 < r33 < r32 < r31 | Backlinks | View wiki text | Edit wiki text | More topic actions

Topic revision: r34 - 15 Jan 2014, NanaKwarteng

Copyright © 2013-2020 by the contributing authors. All material on this collaboration platform is the property of the contributing authors.

Ideas, requests, problems regarding Vanderbilt Biostatistics Wiki? Send feedback

Ideas, requests, problems regarding Vanderbilt Biostatistics Wiki? Send feedback