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Kenji Saito

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Corporate Data Analysis 2023 Winter

LaTeX と Overleaf によるショートペーパー作成 / Short Paper Writing with LaTeX and Overleaf
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GPT-4 を用いたデータ分析 / Data Analysis Using GPT-4
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GPT-4 を用いた論文生成 / Paper Generation Using GPT-4
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R を用いた分析(補講) (1) — 重回帰分析 / Multiple Regression Analysis
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R を用いた分析(補講) (2) — 人工データの生成 / Generating Artificial Data
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回帰分析／大規模言語モデルと統計 / Regression Analysis, Large Language Models and Statistics
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R を用いた検定(補講) (2) — カイ二乗検定 / Other Tests Using R (1) - Chi-Square Test
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R を用いた検定(補講) (1) — Welch 検定 / Other Tests Using R (1) - Welch Test
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多重比較／相関分析 / Multiple Comparison and Correlation Analysis
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P 値と有意差／分散分析 / P-value and Analysis of Variance
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関連2群のt検定／独立2群のt検定 / Paired and unpaired t-tests
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正規分布と簡単な統計理論／ t 分布と信頼区間 / Normal distribution, simple statistical theory, t-distribution and confidence intervals
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さまざまなグラフ描画(2) / Various Chart Drawing 2
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さまざまなグラフ描画(1) / Various Chart Drawing 1
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棒グラフ、帯グラフ(、円グラフ) / Bar Charts (and Pie Chart)
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散布図と相関 / Scatter Plots and Correlations
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起こりうる誤った推論／平均・分散・標準偏差・自由度 / Possible erroneous inferences, and mean, variance, standard deviation, degree of freedom
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組織とデータ分析／統計的仮説検定 / Organization and Data Analysis, and Statistical Hypothesis Testing
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