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課程簡介
介紹
Stata 和大數據
- 什麼是Stata?
- Stata 語法和命令
R型 Programming
- 什麼是R?
- R 語法和結構
準備開發環境
- 安裝與設定Stata
- 安裝和配置 R 庫和框架
R 和 Stata
- 使用 R 讀取和寫入 Stata
Stata 中的資料庫和數據
- 打開和清除資料庫
- 壓縮資料庫
- 匯入和匯出資料庫
- 查看、描述和匯總原始數據
- 使用製表和表格
- 實現用於數據操作的變數
描述性分析和預測性分析
- 使用分佈分析
- 使用蒙特卡羅類比
- 使用計數數據分析
- 使用生存分析
假設檢驗
- 測試和比較手段
在 Stata 中繪製圖形
- 使用繪圖、圖表和圖形
- 在圖形中使用統計分析
- 設置圖形樣式和組合圖形
使用 R 的回歸模型
- 使用雙變數相關和回歸
- 使用 OLS 回歸、logits 和 probits
- 在回歸模型中使用交互效果
總結和結論
最低要求
- 對數據分析的理解
觀眾
- 數據分析師
35 時間:
客戶評論 (5)
Data management, reporting and statistics concepts.
Dumisani - Interfront SOC Ltd
Course - Stata: Beginner to Advanced
That Haytham started with the basics and gave us enough time to do the examples and ensure that we were at the same page before we moved on to the next topic.
Jaco Dreyer - Africa Health Research Institute
Course - R Fundamentals
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
Course - Introduction to Data Visualization with Tidyverse and R
The subject matter and the pace were perfect.
Tim - Ottawa Research and Development Center, Science Technology Branch, Agriculture and Agri-Food Canada
Course - Programming with Big Data in R
靈活友好的風格。確切地瞭解對我有用和相關的內容。
Jenny
Course - Advanced R
機器翻譯