Deleted articles cannot be recovered. Draft of this article would be also deleted. Are you sure you want to delete this article?
R ã¯çµ±è¨è§£æåãã®ããã°ã©ãã³ã°è¨èªã§ããæ軽ã«ãã¼ã¿åæãè¡ããã¨ãã§ãã¾ããããã¦ãR ã§ã®åæçµæã¯ãShiny ã¨ããR ã®ããã±ã¼ã¸ã使ããã¨ã§ãç°¡åã«Web ã¢ããªåãããã¨ãã§ãã¾ããä»åã¯R ããã°ã©ã ãç°¡åã«Web ã¢ããªåããShiny ããã±ã¼ã¸ã¨ãWeb ã¢ããªã¨ãã¦å ¬éãããã¨ãã§ããShiny Server ã«ã¤ãã¦ç´¹ä»ãã¾ãã What's Shiny? Shiny ã¨ã¯R ã®IDE ã§ãã RStudio ã®éçºå ã®RStudio Inc. ãéçºãã¦ãããããã¯ãã§ããShiny ã使ãã¨R ã®ããã°ã©ã ãç°¡åã«Web ã¢ããªã«ãããã¨ãã§ãã¾ãã Shiny ã§ä½æããWeb ã¢ããªã¯ãã©ã¦ã¶ããã®ã¦ã¼ã¶ã¼å ¥åãªã©ãããªã¬ã¼ã«ãã¤ã³ã¿ã©ã¯ãã£ãã«R ã®ããã°ã©ã ãå³æå®è¡ãããã®å®è¡çµæãåçã«ç¢ºèªã§ãã¾ããè¦ãç®ã«é¢ãã¦ã¯ãShiny ãå é¨çã« T
ããããã®ä½è£½ åºæ¬ãããããä½ã Geoms Aesthetics éã種é¡ã®ã°ã©ããéãã åç §ç·ã®è¿½å ã°ã«ã¼ãåã 層å¥ãããã ã¹ã±ã¼ã«ã¨è»¸ Scales 軸ã©ãã«ãã¿ã¤ãã«ã®å¤æ´ 軸ã®è¡¨ç¤ºç¯å²ãå¤æ´ãã 軸ã®å·¦å³ã®ä½ç½ãåé¤ãã 軸表示ã®ä¿®é£¾ æ¥æã®è»¸ã¹ã±ã¼ã« 軸åºåãå¤ã®å¤æ´ 軸ã¹ã±ã¼ã«ã®å¤æ´ (å¤æ°å¤æ) ããããã®ã½ã¼ã (é¢æ£åå¤æ°ã®æ°´æºãã½ã¼ããã¦ãããã) 座æ¨ç³»ã®å転ï¼æ¨ªåãç®±ã²ãå³ æ¥µåº§æ¨ã¸ã®å¤æï¼åã°ã©ã 座æ¨ç³»ã®ã¢ã¹ãã¯ãæ¯ã®æå® è²ã»ããã®å¤æ´ ggplot2 ã®ããã©ã«ãè²ã»ããã®å®ç¾© ä»»æã®è²ã»ããã®å©ç¨ å¡ä¾ å¡ä¾ä½ç½®ã®å¤æ´ å¡ä¾ã©ãã«ã®å¤æ´ å¡ä¾ã®ä¸é¨ãåé¤ãã ãã¼ã (ã°ã©ãèæ¯ã»ã°ãªããã®è², ãã¼ã¸ã³, ãã©ã³ã) Themes å®ç¾©æ¸ã¿ theme ã®é©ç¨ã¨ç·¨é theme è¦ç´ 㨠theme() ã®ä½µç¨æã®æ³¨æç¹ ãã©ã³ãå¤æ´ ä¿å g
RStudio社ãéçºãã Shiny ããã±ã¼ã¸ã¯ãRè¨èªã§ç°¡åã« Web ã¢ããªã±ã¼ã·ã§ã³ãä½ãããã®ãã¬ã¼ã ã¯ã¼ã¯ãæä¾ãã¾ãã Shiny ãã® Shiny ã«ãã Web ã¢ããªã±ã¼ã·ã§ã³ã®éçºæ¹æ³ãå¦ã¶ã«ã¯ãå ¬å¼ã®ãã¥ã¼ããªã¢ã«ãèªãã®ãä¸çªã§ãã Shiny - Tutorial ããããå ¬å¼ã¯è±èªãªã®ã§ãèªãã®ãããã©ãã§ãã ããã§ããã¥ã¼ããªã¢ã«å ¨æãæ¥æ¬èªã«ç¿»è¨³ãã¾ããã 訳æ㯠Qiita ã§å ¬éãã¦ãã¾ãããã®ãã¼ã¸ã¯ç®æ¬¡ã¨ãã¦æ´»ç¨ãã¦ããã ããã°ã¨æãã¾ãã Shiny ãã¥ã¼ããªã¢ã«ç®æ¬¡ 7 ã¤ã®ã¬ãã¹ã³ãããªããã®ãã¥ã¼ããªã¢ã«ã¯ãR ããã°ã©ãã Shiny éçºè ã¸ã¨å°ãã¾ãã 1 ã¤ã®ã¬ãã¹ã³ã¯ 20 åã»ã©ã§çµäºããåã¬ãã¹ã³ãã¨ã«æ°ãã Shiny ã¹ãã«ã 1 ã¤å¦ã¶ãã¨ãã§ãã¾ãã ãã¹ã¦ã®ã¬ãã¹ã³ãçµããã¨ããããªã㯠Shiny ã¢ããªãæ§
Rã§HTMLãæ¸ãããã®ããã±ã¼ã¸ãã¹ã¯ãªããä¸ã§æç« ãæ¸ããã®ã§ãã¨ã£ã¦ã便å©ãªããã±ã¼ã¸ãæ¥æ¬èªã使ç¨ããããã«ã¯Rstudioãææ°ã®ãã®ã§ããå¿ è¦ãããã®ã§æ³¨æããã³ãã¯Swaveã使ãããªãããã£ããã ãã©(pdfãããããã)ã©ããã¦ãæ¥æ¬èªç°å¢ã«ãªããªãã¦ãä¸æ¦ä¿çããã°ããã¯HTMLã§ããéããï¼ã¦ããHTMLãPDFã«å¤æãã¦ãããã°è¯ãããã ãã©ï¼ãâãããã«é¢ãã¦ã¯ä¼¼ããããªãã¨ãã§ãã¾ããï¼ãã®ãã¼ã¸ã®ä¸ã®æ¹ã«è¿½è¨ãã¦ãã¾ãï¼ã ï¼æ³¨ï¼ä½è ãã¼ã¸ã«ããã¨ã ãknitrããã±ã¼ã¸ã¯R.ã§åçã¬ãã¼ãçæã®ããã®æå¿«ãªã¨ã³ã¸ã³ã«ãªãããã«è¨è¨ããã¾ãããSweaveã®ä¸ã§ããã¤ãã®é·å¹´ã®åé¡ã解決ãã1ã¤ã®ããã±ã¼ã¸ã«ä»ã®ã¢ããªã³ããã±ã¼ã¸ã®æ©è½ãå ¼ãåãã¦ãã¾ãã(knitr â Sweave + cacheSweave + pgfSweave + weaver +
ãRã«ããçµ±è¨è§£æã ãªã¼ã 社 å ãµãã¼ããã¼ã¸ ç®æ¬¡ 第1ç« ãRã使ã£ã¦ã¿ã 第2ç« ããã¼ã¿ã®åãæ±ãæ¹ ç¬¬3ç« ãä¸å¤éçµ±è¨ ç¬¬4ç« ãäºå¤éçµ±è¨ ç¬¬5ç« ãæ¤å®ã¨æ¨å® 第6ç« ãå¤å¤é解æ 第7ç« ãçµ±ååãããé¢æ°ãå©ç¨ãã 第8ç« ããã¼ã¿åæã®ä¾ ä»é²AãRã®è§£èª¬ ä»é²BãRã®åèå³æ¸ãªã© ã¯ããã« R ã¨ã¯ä½ãï¼ä½ãã§ãããã®ãªã³ã¯éï¼æ¥æ¬ã®ãã®ã®ã¿ï¼ R ã使ãããã«ã¯ã©ããããããã®ï¼ ãã¼ã¿ãªã©ã®èªã¿æ¸ã R ã®å®ç³ï¼R ã«éããããã°ã©ãã³ã°ã®å®ç³ãï¼ R ã使ã£ã¦å®éã«çµ±è¨è§£æããã AtoZ ä¸é£ã®æµã ãã¼ã¿ãã¡ã¤ã«ã®æºåããã åæãã¦ã¿ã åæçµæã LaTeX ã§å¦çãããï¼ã¯ã¼ããã«è²¼ãè¾¼ãã ããã éå ·ç«ã¦ é£ç¶å¤æ°ãã¼ã¿ãã«ãã´ãªã¼ãã¼ã¿ã«å¤æ ã«ãã´ãªã¼ãã¼ã¿ã®åã«ãã´ãªã¼å 度æ°åå¸è¡¨ã¨åº¦æ°åå¸å³ã®ä½æ æ£å¸å³ã»ç®±é«å³ã®æç» ã¯ãã¹éè¨ï¼ç¬ç«æ§ã®æ¤å®ï¼ãã£
R is an elegant and comprehensive statistical and graphical programming language. Unfortunately, it can also have a steep learning curve. I created this website for both current R users, and experienced users of other statistical packages (e.g., SAS , SPSS , Stata) who would like to transition to R. My goal is to help you quickly access this language in your work. I assume that you are already fam
ããã«ã¡ã¯ããªã½ããµ*1ã§ããªãã¿ã®æã§ãããçãªã®ã§BON JOVIèãã¦ãã¾ã*2ãè«æã¯ã¾ã æ¸ãã¦ãã¾ãããã©ä½ãã ãã¦ãããããTokyo.Rã®åç°è¨ä¹ããã¨ããæ¹ã®ã¡ããç´ æ´ããããã¬ã¼ã³ãã¡ã¤ã«ãæè¦ãããã¾ããã ããããRStudioã®è©±ã§ããã¦ã¿ããã¨æã ããã§RStudioããã¬ãã¼ããèªåä½æã§ããknitrã¨ãããã¼ã«ãç´¹ä»ããã¦ããã®ã§ãèªåã§ãå°ãããã£ã¦ã¿ã¾ãããä»åã¯ãã®èªç¿ã®ã¾ã¨ããå ¼ãã¦ããã«ãæ¸ãã¦ã¿ããã¨æãã¾ãã ããããï¼Rã®çµæãã©ããã£ã¦ä¿åãã¦ã¾ãï¼ ããã¨ãã¾ãããããã®åé¡æèãªã®ã§ãããã¿ãªãã¾ã¯Rã§ã®è¨ç®çµæã£ã¦ã©ãä¿åãã¦ã¾ããï¼ ããã£ã¦çµæ§ã¡ã³ãã¯ãµã¤åé¡ã§ããã¾ã¾ã§ç§ã¯åºæ¬çã«ï¼ ããã¹ãç³»ã®ã¢ã¦ããããã¯ããã¹ããã¡ã¤ã«ã¸æ¸ãåºãï¼ã¾ãã¯ã³ã³ã½ã¼ã«ããã³ããï¼ ç»åç³»ã®ã¢ã¦ããããã¯png/PDFãªã©ã¸æ¸ãåºã ãã¦ã
R ã¦ã¼ã¶ã®ããã® Web ãµã¼ãã¹ RPubs ã¯ãR ã§æ¸ãããããã°ã©ã ãå®è¡çµæã¤ãã§ç°¡åã«è¨äºã«ãã¦ã¢ãããã¼ãã§ããä»çµã¿ãæä¾ãããµã¤ãã§ãã teramonagi ãããwdkz ãããdichika ãããmanozo ãããphosphor_m ããã¨ãã£ããR ã¯ã©ã¹ã¿ã®æå人ãã¡ãããã£ã¦ä½¿ç¨ãéå§ãã¦ããã®ãè¦ãã¨ãæµè¡ããããããæãåãã¦æå¾ ãæã¦ã¾ãã å æ¥ã® wdkz ããã®çºè¡¨è³æãè¦ã¦ãèªåã RPubs ããããï¼ãã¨æã£ã人ãããããããªãã§ããããã ç§ããã®ä¸äººã§ããããã㧠RPubs ã«ç»é²ãã¦ã¿ã¾ããã ããããããã¾ãããªãã¨ãããã»ã»ã»ããã¼ãã§ãã RPubs ã®ãµã¤ãã¯ã¾ã ä½ãè¾¼ã¾ãã¦ããªãããããã»ã¨ãã©æ©è½ãããã¾ããã ãã£ããä¸è¨ã®æå人ãã¡ããã©ãã¼ãã¦ããã¦ãR ã®è¯è³ªãªæ å ±æºã¨ãã¦æ´»ç¨ã§ããã¨æå¾ ãã¦ããã®ã«ããã©ã
ããã¾ãã¦ããã§ã¨ããããã¾ãã æ¬å¹´ããããããé¡ããããã¾ãã 主æååæ ãã¦ãæ¨å¹´ã®çµãããããããç§ã¯ä»äºã§ä¸»æååæãè¡ã£ã¦ãã¾ãã 主æååæã¨ããã®ã¯ãå¤æ¬¡å ã®ãã¼ã¿ãæ å ±éããªãã¹ãè½ã¨ããã«ä½æ¬¡å ã«è¦ç´ããææ³ã®ãã¨ã§ãã 主æååæã¯çµ±è¨è¨èª R ã§ç°¡åã«ã§ãã¾ãã ä¾ã¨ã㦠iris ãã¼ã¿ã§å®è¡ãã¦ã¿ã¾ãããã data(iris) data <- iris[1:4] prcomp.obj <- prcomp(data, scale=TRUE) # 主æååæ pc1 <- prcomp.obj$x[,1] # 第ä¸ä¸»æåå¾ç¹ pc2 <- prcomp.obj$x[,2] # 第äºä¸»æåå¾ç¹ label <- as.factor(iris[,5]) # åé¡ã©ãã« percent <- summary(prcomp.obj)$importance[3,2] *
Welcome to a Little Book of R for Biomedical Statistics!¶ By Avril Coghlan, Parasite Genomics Group, Wellcome Trust Sanger Institute, Cambridge, U.K. Email: [email protected] This is a simple introduction to biomedical statistics using the R statistics software. There is a pdf version of this booklet available at https://media.readthedocs.org/pdf/a-little-book-of-r-for-biomedical-statistics/latest/
Rã¯ã«ã¼ãé度ã段éãã«é ãã¨è¨ãããã確ãã«ã«ã¼ãã¨ã¡ã½ããå¼ã³åºãã§æ§æãããã¤ã¯ããã³ããã¼ã¯ãå®è¡ããã¨ãJavaã6.32ç§ãC++ã§6.33ç§ã§çµããå¦çãã87æé18å16.0ç§ï¼æ¨å®å¤ï¼ããã£ãããããS-PLUSãMatlabãªã©ã®ä»ã®å種ã®è¨èªããã¯é«éãåçã¨ææããã¦ããããæ±ç¨è¨èªã«æ¯ã¹ãã¨æç¶é ãï¼Benchmark 2ï¼ã ãã¡ãã大åã®è¨ç®ã¯åé¡ãªããæ¨æ¬æ°ï¼ä¸ãããã®ãµã³ãã«ã§ãããããåæãè¡ã£ã¦ãã1ç§ãããããè¨ç®ãçµãããã³ãã³ããæã£ã¦ããæéã®æ¹ãå§åçã«é·ããããã人éã¯ã©ã®ãããªç°å¢ã§ãé度ã«æ§ãããã®ã ãããã¦Rã§ãçæéã«å¦çãçµããããçºã®ã³ãã¯ããã 1. ããã±ã¼ã¸ãå é¨é¢æ°ã使ã 大æµã®èåããã±ã¼ã¸ã¯Cè¨èªã§å®è£ ããã¦ããã®ã§ãå é¨çãªå¦çã¯é«éã ãRã§ã¯ãªãã¹ãã³ã¼ããæ¸ããªãæ¹ãè¯ããã¹ã¯ãªããè¨èªãã¤ã³ã¿ã¼ããªãã¿å ¨è¬
ã¯ããã« çµ±è¨è§£æã®ææ³ãå¦ã¶ã®ã«ãæç§æ¸ãèªãã®ã¯ç´ æ´ãããå¦ç¿æ¹æ³ã§ãã ããããæç§æ¸ã§çè«çãªãã¨ãå¦ãã ã ãã§ã¯ãçµ±è¨ææ³ã使ãããªããããã«ã¯ãªãã¾ããã çµ±è¨è§£æææ³ã身ã«ã¤ããã«ã¯ãå®éã®ãã¼ã¿ã«ã¤ãã¦ææ³ãé©ç¨ãããã©ã¡ã¼ã¿ãå¤ãããªã©ã®è©¦è¡é¯èª¤ãè¡ããçµæãèå¯ããã¨ãããããªçµé¨ãç©ããã¨ã大åã§ãã ããã§ã¯å®éã®ãã¼ã¿ãã©ããã£ã¦æã«å ¥ãã¾ããããï¼ å®é¨ã調æ»ããã¦å®éã®ãã¼ã¿ãå¾ãã®ã¯å¤§å¤ã§ãéããããã¾ãã 幸éãªãã¨ã«ãä¸ã®ä¸ã«ã¯é©åº¦ãªãµã¤ãºã®èªç±ã«ä½¿ãããã¼ã¿ãããããåå¨ãã¾ãã ä¾ãã°ãçµ±è¨è¨èª R ã«ã¯ã100以ä¸ãã®ãã¼ã¿ã»ãããããã©ã«ãã§ä»å±ãã¦ãã¾ãã ãã ããä¸å¹¸ãªãã¨ã«ããããã®ã»ã¨ãã©ã¯è±èªã§èª¬æãæ¸ããã¦ãã¾ãã è±èªã¯ããã¤ãã¯ä¹ãè¶ããªããã°ãªããªãå£ã§ãããæåã®ãã¡ã¯ã¡ãã£ã¨é¿ãã¦éãããã¨ããã§ãã ã¨ããããã§ãä»æ¥ã¯ã
ããã¸ã§ã¯ãããã¸ã¡ã³ãã§å¨ã®å¤ä¼ã¿ã®å®¿é¡çä¸ãé²æ¢ãã¾ãã å¨ã®å¤ä¼ã¿ã®å®¿é¡ããã¸ã§ã¯ãã®çä¸ 8æ³9æ³ã®å¨ãæããæ³£ããããã¦ããã®ã§ãä½ãã¨ãã¨æã話ãèãã¦ã¿ã¾ãããæ³£ããããã£ã¦ããã®ã§è¦é ãå¾ãªãã£ãã®ã§ãããã¾ã¨ããã¨ä»¥ä¸ã¿ããã§ããã ã宿é¡ãã£ãã®ã«ãããããã¬ããè¦ãã¦ãããªããèªåã¯é å¼µã£ãâ¦
RTA in Japan Winter 2024 ã«è¡ã£ããé ããªãã¬ãã·ã¥ã§ãã ä¼å ´ã«çãã¨ã§ããã¹ã¯ãªã¼ã³ã«Twitchã§è¦ãé ä¿¡ç»é¢ãæ ã£ã¦ãã¦ãRTA in JAPANãè¦ã«æ¥ããã ãªã¨ããæè¦ã確ããªãã®ã«ãªã£ãã 空ãã¦ããå¸ã«åº§ã£ã¦ã²ã¼ã ãè¦ã¦ããã¨ãå½ããåã ãã¨ã«ããé«éã§ã²ã¼ã ãé²ãã§è¡ãããã®æ¥ã¯ãã±ããã¢ã³ã¹ã¿ã¼ãã«ãã¥ã¦ â¦
â ãç§çRãããããã¼ã¸ ãï¼ãæç§æ¸ã¨åèæ¸ï¼æ°ãããã®ããé ã«ï¼ èè éæ¨ç¹ä¼¸ æ¸å Rã«ãããã¼ã¿è§£æ å ¬é 2006å¹´11æ21æ¥ åºç ã¤ã³ã¿ã¼ãããããpdfã¨ãã¦ãã¦ã³ãã¼ãå¯è½ é æ° vi + 133 pp. ä¾¡æ ¼ ç¡æ URL http://aoki2.si.gunma-u.ac.jp/R/Rstat.pdfï¼754KBï¼ åè ãµãã¼ããµã¤ã ãã£ã¨è¦ãæãã§ã¯ï¼ç¬ç¿ããã®ã«ãé©ããææã®ããã§ï¼ã¤ã³ã¹ãã¼ã«ããã¯ãã¾ã£ã¦ï¼è¨èªã¨ãã¦ã®ç¹å¾´ã説æããå¾ï¼åã ã®çµ±è¨ææ³ã«ã¤ãã¦ã®è§£èª¬ããªããã¦ããï¼ã¨ãã«ï¼å ·ä½çãªçµ±è¨å¦ã®åé¡ãRãç¨ãã¦è§£æ±ºããã¨ãã«ããå½¹ã«ç«ã¤äºä¾ãè¼ã£ã¦ããï¼ èè ã¦ã¼ã´ã§ã»ãªã²ã¹èï¼ç³ç°åºåºè¨³ æ¸å Rã®åºç¤ã¨ããã°ã©ãã³ã°ææ³ åè¡ 2006å¹´10æ22æ¥ åºç ã·ã¥ããªã³ã¬ã¼ã»ã¸ã£ãã³ï¼æ±äº¬ é æ° viii + 258 pp. ä¾¡æ ¼ 3,
çµ±è¨è§£æããªã¼ã½ãã R ã«é¢ããé ã§ãï¼
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
å¦çãå®è¡ä¸ã§ã
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}