在MATLAB和Python中,哪一种适合进行统计分析? [英] Among MATLAB and Python, which one is good for statistical analysis?

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问题描述

两种语言中哪一种对统计分析有用?除了可访问性之外,每种方法都有哪些优缺点?

解决方案

MATLAB

  • 适合初学者
  • 适合互动会议

Python(带有 SciPy )

  • 适合经验丰富的程序员
  • 适合创建可重复使用的应用程序
  • 适合读取和导出数据文件
  • 免费

如果SciPy无法立即提供所有功能,那么您可能必须在Internet上进行搜索.我不是地统计学专家,但是这是一封包含一些起始指针的邮件. http://mail.scipy.org/pipermail/scipy-user/2007-November/014434.html

我也听说Python + R很好,但是我还没有尝试过.

添加到Python + R的链接: http://rpy.sourceforge.net/

Which one among the two languages is good for statistical analysis? What are the pros and cons, other than accessibility, for each?

解决方案

MATLAB

  • Good for beginners
  • Good for interactive sessions

Python (with SciPy)

  • Good for slightly experienced programmers
  • Good for creating reusable applications
  • Good for reading and exporting data files
  • Free of cost

If SciPy doesn't provide all the functionality out of the box, then you may have to go searching on the Internet. I am not an expert on geostatistics, but here is a mail with some starting pointers. http://mail.scipy.org/pipermail/scipy-user/2007-November/014434.html

I also heard that Python + R is good, but I haven't tried it.

EDIT: Add link to Python + R: http://rpy.sourceforge.net/

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