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- 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 |

Topic revision: r33 - 17 Jul 2010, FrankHarrell

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