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課程簡介
介绍Stata
- Stata及其应用的概述。
- Stata与SPSS和R的比较。
- Stata的语法、命令和工作流程。
环境设置
- 安装和配置Stata。
- 集成的RStudio和R库的审查。
在Stata中使用Data Management
- 导入和出口数据。
- 数据清理和转换。
- 有效管理大型数据集。
Stata用于统计分析
- 描述性统计和汇总表。
- 概率分布和假设检验。
- 回归分析：线性、逻辑和多元模型。
Stata中的Graphing和Visualization
- 创建图表、绘图和图形。
- 报告的可视化效果进行定制。
Stata和R集成
- 在Stata和R之间读写数据。
- 从R调用Stata命令。
- 自动化两种工具之间的统计工作流程。
高级主题
- Stata中的宏和循环。
- 使用Stata进行预测建模。
- Stata中的Programming（do文件、ado文件）。
案例研究和实际应用
- 研究和数据科学中的实际应用。
- 在学术和行业项目中将Stata与R集成。
总结和结论
最低要求
- 具有使用SPSS進行統計分析的經驗
- 精通R編程
觀眾
- 計算機科學專業人員
- 從事統計模型的數據科學家和研究人員
- 希望將Stata與R集成的分析師
35 時間：
客戶評論 (5)
Data management, reporting and statistics concepts.
Dumisani - Interfront SOC Ltd
Course - Stata: Beginner to Advanced
Day 1 and Day 2 were really straight forward for me and really enjoyed that experience.
Mareca Sithole - 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
Michael the trainer is very knowledgeable and skillful about the subject of Big Data and R. He is very flexible and quickly customize the training meeting clients' need. He is also very capable to solve technical and subject matter problems on the go. Fantastic and professional training!.
Xiaoyuan Geng - Ottawa Research and Development Center, Science Technology Branch, Agriculture and Agri-Food Canada
Course - Programming with Big Data in R
I enjoyed the Excel sheets provided having the exercises with examples. This meant that if Tamil was held up helping other people, I could crack on with the next parts.
