| | 22 | * 安裝 JDK |
| | 23 | {{{ |
| | 24 | ~$ sudo apt-get install sun-java6-jdk |
| | 25 | }}} |
| | 26 | * 安裝 R 及 Bioconductor |
| | 27 | {{{ |
| | 28 | ~$ sudo apt-get install r-base |
| | 29 | ~$ sudo R |
| | 30 | > source("http://www.bioconductor.org/biocLite.R") |
| | 31 | > biocLite() |
| | 32 | Warning messages: |
| | 33 | 1: In install.packages(pkgs = pkgs, repos = repos, dependencies = dependencies, : |
| | 34 | dependency ‘Matrix’ is not available |
| | 35 | 2: In install.packages(pkgs = pkgs, repos = repos, dependencies = dependencies, : |
| | 36 | installation of package 'IRanges' had non-zero exit status |
| | 37 | 3: In install.packages(pkgs = pkgs, repos = repos, dependencies = dependencies, : |
| | 38 | installation of package 'Biostrings' had non-zero exit status |
| | 39 | }}} |
| | 40 | * 第一個錯誤是找不到 r-cran-matrix 套件,這裡用暴力法安裝所有在 apt 套件庫裡的 R 相關套件(除了 rjava 外) |
| | 41 | {{{ |
| | 42 | ~$ sudo apt-get install `apt-cache search --names-only "^r-cran" | awk '{ print $1 }' | grep -v "r-cran-rjava" ` |
| | 43 | }}} |
| | 44 | * 裝好之後,重裝一次 Bioconductor 就沒有錯誤了。 |
| | 45 | {{{ |
| | 46 | ~$ sudo apt-get install r-base |
| | 47 | ~$ sudo R |
| | 48 | > source("http://www.bioconductor.org/biocLite.R") |
| | 49 | > biocLite() |
| | 50 | > library() |
| | 51 | Packages in library '/usr/local/lib/R/site-library': |
| | 52 | |
| | 53 | affy Methods for Affymetrix Oligonucleotide Arrays |
| | 54 | affydata Affymetrix Data for Demonstration Purpose |
| | 55 | affyio Tools for parsing Affymetrix data files |
| | 56 | affyPLM Methods for fitting probe-level models |
| | 57 | affyQCReport QC Report Generation for affyBatch objects |
| | 58 | annaffy Annotation tools for Affymetrix biological |
| | 59 | metadata |
| | 60 | annotate Annotation for microarrays |
| | 61 | AnnotationDbi Annotation Database Interface |
| | 62 | Biobase Biobase: Base functions for Bioconductor |
| | 63 | Biostrings String objects representing biological |
| | 64 | sequences, and matching algorithms |
| | 65 | DynDoc Dynamic document tools |
| | 66 | gcrma Background Adjustment Using Sequence |
| | 67 | Information |
| | 68 | genefilter genefilter: methods for filtering genes from |
| | 69 | microarray experiments |
| | 70 | geneplotter Grapics related functions for Bioconductor |
| | 71 | GO.db A set of annotation maps describing the entire |
| | 72 | Gene Ontology |
| | 73 | hgu95av2.db Affymetrix Human Genome U95 Set annotation data |
| | 74 | (chip hgu95av2) |
| | 75 | IRanges Low-level containers for storing sets of |
| | 76 | integer ranges |
| | 77 | KEGG.db A set of annotation maps for KEGG |
| | 78 | limma Linear Models for Microarray Data |
| | 79 | marray Exploratory analysis for two-color spotted |
| | 80 | microarray data |
| | 81 | matchprobes Basic infrastructure for using oligonucleotide |
| | 82 | microarray reporter sequence information for |
| | 83 | preprocessing and quality assessment |
| | 84 | multtest Resampling-based multiple hypothesis testing |
| | 85 | preprocessCore A collection of pre-processing functions |
| | 86 | ROC utilities for ROC, with uarray focus |
| | 87 | RSQLite SQLite interface for R |
| | 88 | simpleaffy Very simple high level analysis of Affymetrix |
| | 89 | data |
| | 90 | vsn Variance stabilization and calibration for |
| | 91 | microarray data |
| | 92 | xtable Export tables to LaTeX or HTML |
| | 93 | |
| | 94 | Packages in library '/usr/lib/R/site-library': |
| | 95 | |
| | 96 | abind Combine multi-dimensional arrays |
| | 97 | acepack ace() and avas() for selecting regression |
| | 98 | transformations |
| | 99 | adapt adapt -- multidimensional numerical integration |
| | 100 | bayesm Bayesian Inference for |
| | 101 | Marketing/Micro-econometrics |
| | 102 | bitops Functions for Bitwise operations |
| | 103 | cairoDevice Cairo-based cross-platform antialiased graphics |
| | 104 | device driver. |
| | 105 | car Companion to Applied Regression |
| | 106 | caTools Tools: moving window statistics, GIF, Base64, |
| | 107 | ROC AUC, etc. |
| | 108 | chron Chronological objects which can handle dates |
| | 109 | and times |
| | 110 | coda Output analysis and diagnostics for MCMC |
| | 111 | combinat combinatorics utilities |
| | 112 | date Functions for handling dates |
| | 113 | DBI R Database Interface |
| | 114 | Design Design Package |
| | 115 | eco R Package for Ecological Inference in 2x2 |
| | 116 | Tables |
| | 117 | effects Effect Displays for Linear, Generalized Linear, |
| | 118 | Multinomial-Logit, and Proportional-Odds Logit |
| | 119 | Models |
| | 120 | fArma ARMA Time Series Modelling |
| | 121 | fAsianOptions EBM and Asian Option Valuation |
| | 122 | fAssets Rmetrics - Assets Selection and Modelling |
| | 123 | fBasics Rmetrics - Markets and Basic Statistics |
| | 124 | fBonds Bonds and Interest Rate Models |
| | 125 | fCalendar Chronological and Calendarical Objects |
| | 126 | fCopulae Rmetrics - Dependence Structures with Copulas |
| | 127 | fEcofin Economic and Financial Data Sets |
| | 128 | fExoticOptions Exotic Option Valuation |
| | 129 | fExtremes Rmetrics - Extreme Financial Market Data |
| | 130 | fGarch Rmetrics - Autoregressive Conditional |
| | 131 | Heteroskedastic Modelling |
| | 132 | fImport Rmetrics - Economic and Financial Data Import |
| | 133 | fMultivar Multivariate Market Analysis |
| | 134 | fNonlinear Nonlinear and Chaotic Time Series Modelling |
| | 135 | fOptions Basics of Option Valuation |
| | 136 | fPortfolio Rmetrics - Portfolio Selection and Optimization |
| | 137 | fRegression Regression Based Decision and Prediction |
| | 138 | fSeries Financial Time Series Objects |
| | 139 | fTrading Technical Trading Analysis |
| | 140 | fUnitRoots Trends and Unit Roots |
| | 141 | fUtilities Function Utilities |
| | 142 | gdata Various R programming tools for data |
| | 143 | manipulation |
| | 144 | genetics Population Genetics |
| | 145 | getopt C-like getopt behavior. |
| | 146 | gmaps Wrapper and auxilliary functions for maps |
| | 147 | package to work with grid graphics system. |
| | 148 | gmodels Various R programming tools for model fitting |
| | 149 | gplots Various R programming tools for plotting data |
| | 150 | gregmisc Greg's Miscellaneous Functions |
| | 151 | gtools Various R programming tools |
| | 152 | haplo.stats Statistical Analysis of Haplotypes with Traits |
| | 153 | and Covariates when Linkage Phase is Ambiguous |
| | 154 | hdf5 HDF5 |
| | 155 | Hmisc Harrell Miscellaneous |
| | 156 | its Irregular Time Series |
| | 157 | jit Just-in-time compiler for the R language |
| | 158 | latticeExtra Extra Graphical Utilities Based on Lattice |
| | 159 | lme4 Linear mixed-effects models using S4 classes |
| | 160 | lmtest Testing Linear Regression Models |
| | 161 | lpSolve Interface to Lp_solve v. 5.5 to solve |
| | 162 | linear/integer programs |
| | 163 | mapdata Extra Map Databases |
| | 164 | mapproj Map Projections |
| | 165 | maps Draw Geographical Maps |
| | 166 | MatchIt MatchIt: Nonparametric Preprocessing for |
| | 167 | Parametric Casual Inference |
| | 168 | Matrix Sparse and Dense Matrix Classes and Methods |
| | 169 | MCMCpack Markov chain Monte Carlo (MCMC) Package |
| | 170 | misc3d Miscellaneous 3D Plots |
| | 171 | mnormt The multivariate normal and t distributions |
| | 172 | MNP R Package for Fitting the Multinomial Probit |
| | 173 | Model |
| | 174 | multcomp Simultaneous Inference in General Parametric |
| | 175 | Models |
| | 176 | mvtnorm Multivariate Normal and t Distributions |
| | 177 | nws R functions for NetWorkSpaces and Sleigh |
| | 178 | polspline Polynomial spline routines |
| | 179 | pscl Political Science Computational Laboratory, |
| | 180 | Stanford University |
| | 181 | psy Various procedures used in psychometry |
| | 182 | qtl Tools for analyzing QTL experiments |
| | 183 | quadprog Functions to solve Quadratic Programming |
| | 184 | Problems. |
| | 185 | qvalue Q-value estimation for false discovery rate |
| | 186 | control |
| | 187 | Rcmdr R Commander |
| | 188 | RColorBrewer ColorBrewer palettes |
| | 189 | Rcpp Rcpp R/C++ interface package |
| | 190 | relimp Relative Contribution of Effects in a |
| | 191 | Regression Model |
| | 192 | rggobi Interface between R and GGobi |
| | 193 | rgl 3D visualization device system (OpenGL) |
| | 194 | Rglpk R/GNU Linear Programming Kit Interface |
| | 195 | RGtk2 R bindings for Gtk 2.8.0 and above |
| | 196 | Rmetrics Rmetrics - Financial Engineering and |
| | 197 | Computational Finance |
| | 198 | Rmpi Interface (Wrapper) to MPI (Message-Passing |
| | 199 | Interface) |
| | 200 | RMySQL R interface to the MySQL database |
| | 201 | robustbase Basic Robust Statistics |
| | 202 | ROCR Visualizing the performance of scoring |
| | 203 | classifiers. |
| | 204 | RODBC ODBC Database Access |
| | 205 | rpvm R interface to PVM (Parallel Virtual Machine) |
| | 206 | RQuantLib R interface to the QuantLib library |
| | 207 | Rserve Binary R server |
| | 208 | rsprng R interface to SPRNG (Scalable Parallel Random |
| | 209 | Number Generators) |
| | 210 | RUnit R Unit test framework |
| | 211 | sandwich Robust Covariance Matrix Estimators |
| | 212 | sm Smoothing methods for nonparametric regression |
| | 213 | and density estimation |
| | 214 | sn The skew-normal and skew-t distributions |
| | 215 | snow Simple Network of Workstations |
| | 216 | strucchange Testing, Monitoring and Dating Structural |
| | 217 | Changes |
| | 218 | timeDate Rmetrics - Chronological and Calendarical |
| | 219 | Objects |
| | 220 | timeSeries Rmetrics - Financial Time Series Objects |
| | 221 | tkrplot TK Rplot |
| | 222 | tseries Time series analysis and computational finance |
| | 223 | urca Unit root and cointegration tests for time |
| | 224 | series data |
| | 225 | VGAM Vector Generalized Linear and Additive Models |
| | 226 | XML Tools for parsing and generating XML within R |
| | 227 | and S-Plus. |
| | 228 | Zelig Everyone's Statistical Software |
| | 229 | zoo Z's ordered observations |
| | 230 | |
| | 231 | Packages in library '/usr/lib/R/library': |
| | 232 | |
| | 233 | base The R Base Package |
| | 234 | boot Bootstrap R (S-Plus) Functions (Canty) |
| | 235 | class Functions for Classification |
| | 236 | cluster Cluster Analysis Extended Rousseeuw et al. |
| | 237 | codetools Code Analysis Tools for R |
| | 238 | datasets The R Datasets Package |
| | 239 | foreign Read Data Stored by Minitab, S, SAS, SPSS, |
| | 240 | Stata, Systat, dBase, ... |
| | 241 | graphics The R Graphics Package |
| | 242 | grDevices The R Graphics Devices and Support for Colours |
| | 243 | and Fonts |
| | 244 | grid The Grid Graphics Package |
| | 245 | KernSmooth Functions for kernel smoothing for Wand & Jones |
| | 246 | (1995) |
| | 247 | lattice Lattice Graphics |
| | 248 | MASS Main Package of Venables and Ripley's MASS |
| | 249 | methods Formal Methods and Classes |
| | 250 | mgcv GAMs with GCV smoothness estimation and GAMMs |
| | 251 | by REML/PQL |
| | 252 | nlme Linear and Nonlinear Mixed Effects Models |
| | 253 | nnet Feed-forward Neural Networks and Multinomial |
| | 254 | Log-Linear Models |
| | 255 | rpart Recursive Partitioning |
| | 256 | spatial Functions for Kriging and Point Pattern |
| | 257 | Analysis |
| | 258 | splines Regression Spline Functions and Classes |
| | 259 | stats The R Stats Package |
| | 260 | stats4 Statistical Functions using S4 Classes |
| | 261 | survival Survival analysis, including penalised |
| | 262 | likelihood. |
| | 263 | tcltk Tcl/Tk Interface |
| | 264 | tools Tools for Package Development |
| | 265 | utils The R Utils Package |
| | 266 | }}} |