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Avatar for Kenji Saito

Kenji Saito

PRO ks91
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Corporate Data Analysis 2024 Winter

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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130
多重比較／相関分析 / Multiple Comparison and Correlation Analysis
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140
P 値と有意差／分散分析 / P-value, Significant Difference and Analysis of Variance
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130
関連2群のt検定／独立2群のt検定 / Related 2-group t-test and independent 2-group t-test
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130
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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100
起こりうる誤った推論／平均・分散・標準偏差・自由度 / Possible false inferences, means, variances, standard deviations and degrees of freedom
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130
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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110
GPT-4 を用いた論文生成 / Paper generation using GPT-4
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120
GPT-4 を用いたデータ分析 / Data analysis using GPT-4
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110
R を用いた分析(補講) (2) — 人工データの生成 / Analysis using R (supplementary) (2) - Generating artificial data
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64
R を用いた分析(補講) (1) — 重回帰分析 / Analysis using R (supplementary) (1) - Multiple regression analysis
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67
R を用いた検定(補講) (2) —  カイ二乗検定 / Tests using R (supplementary) (2) - Chi-squared test
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81
R を用いた検定(補講) (1) — Welch 検定 / Tests using R (supplementary) (1) - Welch test
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72
さまざまなグラフ描画(2) / Various graphical representations (2)
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69
さまざまなグラフ描画(1) / Various graphical representations (1)
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74
棒グラフ、帯グラフ(、円グラフ) / Bar chart, band chart (, pie chart)
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110
散布図と相関(と Git) / Scatter plots and correlations (and Git)
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59
ヒストグラムと箱ひげ図 / Histograms and box-and-whisker diagrams
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68

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