The R Project SVN R

Rev

Rev 26795 | Show entire file | Ignore whitespace | Details | Blame | Last modification | View Log | RSS feed

Rev 26795 Rev 26847
Line 2... Line 2...
2
* R FAQ: (R-FAQ).               The R statistical system FAQ.
2
* R FAQ: (R-FAQ).               The R statistical system FAQ.
3
END-INFO-DIR-ENTRY
3
END-INFO-DIR-ENTRY
4
 
4
 
5
   R FAQ
5
   R FAQ
6
Frequently Asked Questions on R
6
Frequently Asked Questions on R
7
Version 1.8-10, 2003-10-24
7
Version 1.8-12, 2003-10-31
8
ISBN 3-900051-01-1
8
ISBN 3-900051-01-1
9
Kurt Hornik
9
Kurt Hornik
10
 
10
 
11
 
11
 
12
Table of Contents
12
Table of Contents
Line 1241... Line 1241...
1241
     Resonance Imaging (fMRI) datasets stored in the ANALYZE format.
1241
     Resonance Imaging (fMRI) datasets stored in the ANALYZE format.
1242
 
1242
 
1243
*Bhat*
1243
*Bhat*
1244
     Functions for general likelihood exploration (MLE, MCMC, CIs).
1244
     Functions for general likelihood exploration (MLE, MCMC, CIs).
1245
 
1245
 
-
 
1246
*CDNmoney*
-
 
1247
     Components of Canadian monetary aggregates.
-
 
1248
 
1246
*CGIwithR*
1249
*CGIwithR*
1247
     Facilities for the use of R to write CGI scripts.
1250
     Facilities for the use of R to write CGI scripts.
1248
 
1251
 
1249
*CircStats*
1252
*CircStats*
1250
     Circular Statistics, from "Topics in Circular Statistics" by S. Rao
1253
     Circular Statistics, from "Topics in Circular Statistics" by S. Rao
Line 1296... Line 1299...
1296
 
1299
 
1297
*GenKern*
1300
*GenKern*
1298
     Functions for generating and manipulating generalised binned kernel
1301
     Functions for generating and manipulating generalised binned kernel
1299
     density estimates.
1302
     density estimates.
1300
 
1303
 
-
 
1304
*HI*
-
 
1305
     Simulation from distributions supported by nested hyperplanes.
-
 
1306
 
1301
*Hmisc*
1307
*Hmisc*
1302
     Functions useful for data analysis, high-level graphics, utility
1308
     Functions useful for data analysis, high-level graphics, utility
1303
     operations, functions for computing sample size and power, importing
1309
     operations, functions for computing sample size and power, importing
1304
     datasets, imputing missing values, advanced table making, variable
1310
     datasets, imputing missing values, advanced table making, variable
1305
     clustering, character string manipulation, conversion of S objects to
1311
     clustering, character string manipulation, conversion of S objects to
Line 1884... Line 1890...
1884
 
1890
 
1885
*mapdata*
1891
*mapdata*
1886
     Supplement to package *maps*, providing the larger and/or
1892
     Supplement to package *maps*, providing the larger and/or
1887
     higher-resolution databases.
1893
     higher-resolution databases.
1888
 
1894
 
-
 
1895
*mapproj*
-
 
1896
     Map Projections: converts latitude/longitude into projected
-
 
1897
     coordinates.
-
 
1898
 
1889
*maps*
1899
*maps*
1890
     Draw geographical maps.  Projection code and larger maps are in
1900
     Draw geographical maps.  Projection code and larger maps are in
1891
     separate packages.
1901
     separate packages.
1892
 
1902
 
1893
*maptools*
1903
*maptools*
Line 1968... Line 1978...
1968
     Generalization of the Shapiro-Wilk test for multivariate variables.
1978
     Generalization of the Shapiro-Wilk test for multivariate variables.
1969
 
1979
 
1970
*mvtnorm*
1980
*mvtnorm*
1971
     Multivariate normal and t distributions.
1981
     Multivariate normal and t distributions.
1972
 
1982
 
-
 
1983
*ncdf*
-
 
1984
     Interface to Unidata netCDF data files.
-
 
1985
 
1973
*ncomplete*
1986
*ncomplete*
1974
     Functions to perform the regression depth method (RDM) to binary
1987
     Functions to perform the regression depth method (RDM) to binary
1975
     regression to approximate the minimum number of observations that can
1988
     regression to approximate the minimum number of observations that can
1976
     be removed such that the reduced data set has complete separation.
1989
     be removed such that the reduced data set has complete separation.
1977
 
1990
 
Line 2519... Line 2532...
2519
 
2532
 
2520
*DynDoc*
2533
*DynDoc*
2521
     Functionality to create and interact with dynamic documents, vignettes,
2534
     Functionality to create and interact with dynamic documents, vignettes,
2522
     and other navigable documents.
2535
     and other navigable documents.
2523
 
2536
 
-
 
2537
*MAGEML*
-
 
2538
     Functionality to handle MAGEML documents.
-
 
2539
 
2524
*RBGL*
2540
*RBGL*
2525
     An interface between the graph package and the Boost graph libraries,
2541
     An interface between the graph package and the Boost graph libraries,
2526
     allowing for fast manipulation of graph objects in R.
2542
     allowing for fast manipulation of graph objects in R.
2527
 
2543
 
2528
*ROC*
2544
*ROC*
2529
     Receiver Operating Characteristic (ROC) approach for identifying genes
2545
     Receiver Operating Characteristic (ROC) approach for identifying genes
2530
     that are differentially expressed in two types of samples.
2546
     that are differentially expressed in two types of samples.
2531
 
2547
 
-
 
2548
*RdbiPgSQL*
-
 
2549
     Methods for accessing data stored in PostgreSQL tables.
-
 
2550
 
2532
*Rgraphviz*
2551
*Rgraphviz*
2533
     An interface with Graphviz for plotting graph objects in R.
2552
     An interface with Graphviz for plotting graph objects in R.
2534
 
2553
 
2535
*Ruuid*
2554
*Ruuid*
2536
     Creates Universally Unique ID values (UUIDs) in R.
2555
     Creates Universally Unique ID values (UUIDs) in R.
2537
 
2556
 
2538
*SAGElyzer*
2557
*SAGElyzer*
2539
     Locates genes based on SAGE tags.
2558
     Locates genes based on SAGE tags.
2540
 
2559
 
-
 
2560
*SNPtools*
-
 
2561
     Rudimentary structures for SNP data.
-
 
2562
 
2541
*affy*
2563
*affy*
2542
     Methods for Affymetrix Oligonucleotide Arrays.
2564
     Methods for Affymetrix Oligonucleotide Arrays.
2543
 
2565
 
-
 
2566
*affyPLM*
-
 
2567
     For fitting Probe Level Models.
-
 
2568
 
2544
*affycomp*
2569
*affycomp*
2545
     Graphics toolbox for assessment of Affymetrix expression measures.
2570
     Graphics toolbox for assessment of Affymetrix expression measures.
2546
 
2571
 
2547
*affydata*
2572
*affydata*
2548
     Affymetrix data for demonstration purposes.
2573
     Affymetrix data for demonstration purposes.
2549
 
2574
 
-
 
2575
*annaffy*
-
 
2576
     Functions for handling data from Bioconductor Affymetrix annotation
-
 
2577
     data packages.
-
 
2578
 
2550
*annotate*
2579
*annotate*
2551
     Associate experimental data in real time to biological metadata from
2580
     Associate experimental data in real time to biological metadata from
2552
     web databases such as GenBank, LocusLink and PubMed.  Process and store
2581
     web databases such as GenBank, LocusLink and PubMed.  Process and store
2553
     query results.  Generate HTML reports of analyses.
2582
     query results.  Generate HTML reports of analyses.
2554
 
2583
 
-
 
2584
*ctc*
-
 
2585
     Tools to export and import Tree and Cluster to other programs.
-
 
2586
 
-
 
2587
*daMA*
-
 
2588
     Functions for the efficient design of factorial two-color microarray
-
 
2589
     experiments and for the statistical analysis of factorial microarray
-
 
2590
     data.
-
 
2591
 
2555
*edd*
2592
*edd*
2556
     Expression density diagnostics: graphical methods and pattern
2593
     Expression density diagnostics: graphical methods and pattern
2557
     recognition algorithms for distribution shape classification.
2594
     recognition algorithms for distribution shape classification.
2558
 
2595
 
-
 
2596
*externalVector*
-
 
2597
     Basic class definitions and generics for external pointer based vector
-
 
2598
     objects for R.
-
 
2599
 
-
 
2600
*factDesign*
-
 
2601
     A set of tools for analyzing data from factorial designed micraorray
-
 
2602
     experiments.  The functions can be used to evaluate appropriate tests
-
 
2603
     of contrast and perform single outlier detection.
-
 
2604
 
-
 
2605
*gcrma*
-
 
2606
     Background adjustment using sequence information.
-
 
2607
 
2559
*genefilter*
2608
*genefilter*
2560
     Tools for sequentially filtering genes using a wide variety of
2609
     Tools for sequentially filtering genes using a wide variety of
2561
     filtering functions.  Example of filters include: number of missing
2610
     filtering functions.  Example of filters include: number of missing
2562
     value, coefficient of variation of expression measures, ANOVA p-value,
2611
     value, coefficient of variation of expression measures, ANOVA p-value,
2563
     Cox model p-values.  Sequential application of filtering functions to
2612
     Cox model p-values.  Sequential application of filtering functions to
Line 2566... Line 2615...
2566
*geneplotter*
2615
*geneplotter*
2567
     Graphical tools for genomic data, for example for plotting expression
2616
     Graphical tools for genomic data, for example for plotting expression
2568
     data along a chromosome or producing color images of expression data
2617
     data along a chromosome or producing color images of expression data
2569
     matrices.
2618
     matrices.
2570
 
2619
 
-
 
2620
*globaltest*
-
 
2621
     Testing globally whether a group of genes is significantly related to
-
 
2622
     some clinical variable of interest.
-
 
2623
 
-
 
2624
*gpls*
-
 
2625
     Classification using generalized partial least squares for two-group
-
 
2626
     and multi-group classification.
-
 
2627
 
2571
*graph*
2628
*graph*
2572
     Classes and tools for creating and manipulating graphs within R.
2629
     Classes and tools for creating and manipulating graphs within R.
2573
 
2630
 
2574
*hexbin*
2631
*hexbin*
2575
     Binning functions, in particular hexagonal bins for graphing.
2632
     Binning functions, in particular hexagonal bins for graphing.
2576
 
2633
 
2577
*limma*
2634
*limma*
2578
     Linear models for microarray data.
2635
     Linear models for microarray data.
2579
 
2636
 
-
 
2637
*makecdfenv*
-
 
2638
     Two functions.  One reads a Affymetrix chip description file (CDF) and
-
 
2639
     creates a hash table environment containing the location/probe set
-
 
2640
     membership mapping.  The other creates a package that automatically
-
 
2641
     loads that environment.
-
 
2642
 
2580
*marrayClasses*
2643
*marrayClasses*
2581
     Class definitions for pre-normalized and normalized cDNA microarray
2644
     Class definitions for pre-normalized and normalized cDNA microarray
2582
     data.  Basic methods for accessing/replacing, printing, and subsetting.
2645
     data.  Basic methods for accessing/replacing, printing, and subsetting.
2583
 
2646
 
2584
*marrayInput*
2647
*marrayInput*
Line 2597... Line 2660...
2597
 
2660
 
2598
*marrayTools*
2661
*marrayTools*
2599
     Miscellaneous functions used in the functional genomics core facility
2662
     Miscellaneous functions used in the functional genomics core facility
2600
     in UCB and UCSF.
2663
     in UCB and UCSF.
2601
 
2664
 
-
 
2665
*matchprobes*
-
 
2666
     ools for sequence matching of probes on arrays.
-
 
2667
 
2602
*multtest*
2668
*multtest*
2603
     Multiple testing procedures for controlling the family-wise error rate
2669
     Multiple testing procedures for controlling the family-wise error rate
2604
     (FWER) and the false discovery rate (FDR).  Tests can be based on t-
2670
     (FWER) and the false discovery rate (FDR).  Tests can be based on t-
2605
     or F-statistics for one- and two-factor designs, and permutation
2671
     or F-statistics for one- and two-factor designs, and permutation
2606
     procedures are available to estimate adjusted p-values.
2672
     procedures are available to estimate adjusted p-values.
2607
 
2673
 
-
 
2674
*ontoTools*
-
 
2675
     Graphs and sparse matrices for working with ontologies.
-
 
2676
 
-
 
2677
*pamr*
-
 
2678
     Pam: prediction analysis for microarrays.
-
 
2679
 
2608
*reposTools*
2680
*reposTools*
2609
     Tools for dealing with file repositories and allow users to easily
2681
     Tools for dealing with file repositories and allow users to easily
2610
     install, update, and distribute packages, vignettes, and other files.
2682
     install, update, and distribute packages, vignettes, and other files.
2611
 
2683
 
2612
*rhdf5*
2684
*rhdf5*
2613
     Storage and retrieval of large datasets using the HDF5 library and file
2685
     Storage and retrieval of large datasets using the HDF5 library and file
2614
     format.
2686
     format.
2615
 
2687
 
-
 
2688
*siggenes*
-
 
2689
     Identifying differentially expressed genes and estimating the False
-
 
2690
     Discovery Rate (FDR) with both the Significance Analysis of Microarrays
-
 
2691
     (SAM) and the Empirical Bayes Analyses of Microarrays (EBAM).
-
 
2692
 
-
 
2693
*splicegear*
-
 
2694
     A set of tools to work with alternative splicing.
-
 
2695
 
2616
*tkWidgets*
2696
*tkWidgets*
2617
     Widgets in Tcl/Tk that provide functionality for Bioconductor packages.
2697
     Widgets in Tcl/Tk that provide functionality for Bioconductor packages.
2618
 
2698
 
2619
*vsn*
2699
*vsn*
2620
     Calibration and variance stabilizing transformations for both
2700
     Calibration and variance stabilizing transformations for both
Line 2622... Line 2702...
2622
 
2702
 
2623
*widgetTools*
2703
*widgetTools*
2624
     Tools for creating Tcl/Tk widgets, i.e., small-scale graphical user
2704
     Tools for creating Tcl/Tk widgets, i.e., small-scale graphical user
2625
     interfaces.
2705
     interfaces.
2626
 
2706
 
2627
   These packages will eventually also be made available via CRAN as well.
-
 
2628
 
-
 
2629
5.1.5 Other add-on packages
2707
5.1.5 Other add-on packages
2630
---------------------------
2708
---------------------------
2631
 
2709
 
2632
Jim Lindsey <jlindsey@luc.ac.be> has written a collection of R packages for
2710
Jim Lindsey <jlindsey@luc.ac.be> has written a collection of R packages for
2633
nonlinear regression and repeated measurements, consisting of *event*
2711
nonlinear regression and repeated measurements, consisting of *event*