Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
R をインストールする / Installing R
Search
Kenji Saito
PRO
November 28, 2024
Technology
140
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
R をインストールする / Installing R
早稲田大学大学院経営管理研究科「企業データ分析」2024 冬のオンデマンド教材 第2回で使用したスライドです。
Kenji Saito
PRO
November 28, 2024
More Decks by Kenji Saito
See All by Kenji Saito
国と地域のマネジメントと AGI / National and Regional Management and AGI
ks91
PRO
0
23
2026 年度「AI による研究・教育サポート」ワークショップ (教員向け) / AY 2026 “AI-Based Research and Education Support” Workshop (For Faculty)
ks91
PRO
0
45
エージェント化するAI:現在地とその先に起きる変化 / AI as Agents: The Current State and the Changes Ahead
ks91
PRO
0
210
文化的ループ (推論, エージェント) と思考プロセスの検証可能性 / Cultural Loops (Inference, Agents) and the Verifiability of Thought Processes
ks91
PRO
0
49
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 3 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY3
ks91
PRO
0
91
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 1 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY1
ks91
PRO
0
82
アカデミーキャンプ2026 夏 「ヤツらを究めろ!ウチらとヤツらの自由研究∼ シーズン2」DAY 2 / Academy Camp 2026 Summer: Master Them! Our Independent Research Project with Them—Season 2 DAY2
ks91
PRO
0
110
責任2.0 ∼ AI が主体となる世界で ∼ / Responsibility 2.0: In a World Where AI Takes Responsibilities
ks91
PRO
0
110
発表と総括 / Presentations and Summary
ks91
PRO
0
250
Other Decks in Technology
See All in Technology
AIに丸投げしないトイル削減 / Eliminating Toil Without Leaving It All to AI
kohbis
4
1.1k
コスト最適化の「めんどくさい」を AWS FinOps Agent でチョット楽にする
classmethod_kaz
0
320
薬剤師(ドメインエキスパート)と一緒に育てる薬局向けAIアシスタント
kakehashi
PRO
2
150
Microsoft 365 Copilot chat -tekoälypalvelun tietosuojaongelmat
hponka
0
730
2026-09-10 【Snowflake World Tour Tokyo 2026】dbt Core と Snowflake で実現する多層的なデータガバナンス / Multi-Layered Data Governance Powered by dbt Core and Snowflake
civitaspo
0
330
深夜のクラウド懺悔室 1:29:300 or 1:0:0
kazzpapa3
1
230
Tab5をRubyで動くパソコンにする
kishima
2
340
Podは生きているのにGoだけが落ちる:GOGCとGOMEMLIMITで追うInvisible OOM Killの謎
tkc66buzz
1
580
生成AIのテナント制御とシャドーMCP対策 | AIを"止めずに"、情報を守る
yukun
0
160
omasushiというライブラリを作った
polidog
PRO
0
200
AI-DLCって実際どう? 〜聞きたいこと全部聞いてみる〜
news_it_enj
0
260
安心して変更できるWebフロントエンドの作り方
pirosikick
4
1.1k
Featured
See All Featured
What Being in a Rock Band Can Teach Us About Real World SEO
427marketing
0
1.1k
Why Our Code Smells
bkeepers
PRO
340
58k
Believing is Seeing
oripsolob
1
210
Site-Speed That Sticks
csswizardry
13
1.5k
Prompt Engineering for Job Search
mfonobong
0
450
Embracing the Ebb and Flow
colly
88
5.2k
Designing Powerful Visuals for Engaging Learning
tmiket
1
540
Designing for humans not robots
tammielis
254
26k
WENDY [Excerpt]
tessaabrams
13
39k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.6k
It's Worth the Effort
3n
188
29k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
11
1k
Transcript
Boxes and whiskers — generated by Stable Diffusion XL v1.0
2024 2 R (WBS) 2024 2 R — 2024-11 – p.1/22
https://speakerdeck.com/ks91/collections/corporate-data-analysis-2024-winter 2024 2 R — 2024-11 – p.2/22
( 20 ) 1 • 2 R • 3 4
5 6 ( ) 7 (1) 8 (2) 9 R ( ) (1) 10 R ( ) (2) 11 R ( ) (1) 12 R ( ) (2) 13 GPT-4 14 GPT-4 15 ( ) LaTeX Overleaf 8 (12/16 ) / (2 ) OK / 2024 2 R — 2024-11 – p.3/22
R ( ) ( 8 ) : GPL (GNU General
Public License) 2024 2 R — 2024-11 – p.4/22
GNU General Public License (GPL) GNU ( ) GNU’s Not
Unix . . . GNU GPL GNU ( ) 0: ( ) 1: ↑ 2: 3: 4 → (copyleft) 4 copyleft R 2024 2 R — 2024-11 – p.5/22
RStudio R Python (IDE) GPL . . . ( :
^^;) R RStudio ( ) RStudio Desktop ↑ . . . 2024 2 R — 2024-11 – p.6/22
R RStudio R Windows macOS — — Linux (Ubuntu) GPL
( ) ↑ 2024 2 R — 2024-11 – p.7/22
Windows Windows 11 ARM (macOS ) (Intel ) ARM :
Arm Ltd. mac SoC (System on a Chip) (M1∼M4) Intel : Intel 2024 2 R — 2024-11 – p.8/22
R (Windows ) . . . https://www.r-project.org/ “download R” OS
R Windows ( ) OK 2024 2 R — 2024-11 – p.9/22
RStudio Desktop (Windows ) . . . https://posit.co/download/rstudio-desktop/ “2: Install
RStudio” OS RStudio “1: Install R” R ← RStudio . . . Windows ( ) OK RStudio Choose R Installation → default 64-bit version of R OK crash reports → 2024 2 R — 2024-11 – p.10/22
Console ‘> ’ 1 > x <- c(1, 2, 3,
4, 5) # X > y <- c(5, 4, 3, 2, 1) # Y > plot(x, y) # > plot(x, y, xlim=c(0, 6), ylim=c(0, 6)) # > m <- lm(y ~ x) # x y > m # > abline(m) # ‘> ’ # R ‘<-’ ‘c( . . . )’ combine ‘xlim’ ‘ylim’ ‘lm( . . . )’ linear model ( ) ‘A ∼ B’ B A ‘abline( . . . )’ 2024 2 R — 2024-11 – p.11/22
macOS macOS Ventura 13.6.1 ( Sequoia 15.1.1 ) Apple (ARM)
Apple : M1∼M4 2024 2 R — 2024-11 – p.12/22
R (macOS ) . . . https://www.r-project.org/ “download R” OS
R macOS OK 2024 2 R — 2024-11 – p.13/22
RStudio Desktop (macOS ) . . . https://posit.co/download/rstudio-desktop/ “2: Install
RStudio” OS RStudio “1: Install R” R ← RStudio . . . macOS RStudio 2024 2 R — 2024-11 – p.14/22
p.11 ‘Plots’ ‘Export’ ‘Save as Image...’ EPS (Encapsulated PostScript) EPS
L ATEX EPS macOS Skim PDF Windows (macOS ) PowerPoint (↑) . . . PDF PDF 2024 2 R — 2024-11 – p.15/22
Linux RStudio Desktop 2024 2 R — 2024-11 – p.16/22
Linux (Ubuntu) Ubuntu 22.04 ( Ubuntu 24.04 ) ARM (macOS
) ARM (binary) : 2 (source) : ( ) (build) : 2024 2 R — 2024-11 – p.17/22
R (Ubuntu ) (1/2) . . . https://www.r-project.org/ “download R”
“Source Code for all Platforms” “∼.tar.gz” unzip tar https://docs.posit.co/resources/install-r-source/ $ sudo sed -i.bak "/^#.*deb-src.*universe$/s/^# //g" /etc/apt/sources.list $ sudo apt update $ sudo apt build-dep r-base $ export R_VERSION=4.3.2 2024 2 R — 2024-11 – p.18/22
R (Ubuntu ) (2/2) https://docs.posit.co/resources/install-r-source/ (tar ) $ ./configure \
--prefix=/opt/R/${R_VERSION} \ --enable-R-shlib \ --enable-memory-profiling \ --with-blas \ --with-lapack $ make $ sudo make install $ sudo ln -s /opt/R/${R_VERSION}/bin/R /usr/local/bin/R $ sudo ln -s /opt/R/${R_VERSION}/bin/Rscript /usr/local/bin/Rscript 2024 2 R — 2024-11 – p.19/22
RStudio Desktop (Ubuntu ) ( ) https://dailies.rstudio.com/rstudio/cherry-blossom/electron/jammy-arm64/ .deb (Ubuntu 24.04
) https://dailies.rstudio.com/rstudio/cranberry-hibiscus/electron/noble-arm64/ $ sudo apt install ./ 2024 2 R — 2024-11 – p.20/22
p.11 2024 2 R — 2024-11 – p.21/22
2024 2 R — 2024-11 – p.22/22