Star98 教育数据集

描述

该数据是关于加州教育政策和成果的(STAR 项目 1998 年的结果。该数据衡量了加州教育部实施的标准化测试,该测试要求对 2-11 年级学生进行斯坦福 9 考试的评估,涵盖各种科目。该数据集位于统一学区级别,包含 303 个案例。二元响应变量代表在数学考试中得分超过全国中位数的 9 年级学生人数。

此示例中使用的数据仅是原始来源的一部分。

笔记

Number of Observations - 303 (counties in California).

Number of Variables - 13 and 8 interaction terms.

Definition of variables names::

    NABOVE   - Total number of students above the national median for the
               math section.
    NBELOW   - Total number of students below the national median for the
               math section.
    LOWINC   - Percentage of low income students
    PERASIAN - Percentage of Asian student
    PERBLACK - Percentage of black students
    PERHISP  - Percentage of Hispanic students
    PERMINTE - Percentage of minority teachers
    AVYRSEXP - Sum of teachers' years in educational service divided by the
            number of teachers.
    AVSALK   - Total salary budget including benefits divided by the number
               of full-time teachers (in thousands)
    PERSPENK - Per-pupil spending (in thousands)
    PTRATIO  - Pupil-teacher ratio.
    PCTAF    - Percentage of students taking UC/CSU prep courses
    PCTCHRT  - Percentage of charter schools
    PCTYRRND - Percentage of year-round schools

    The below variables are interaction terms of the variables defined
    above.

    PERMINTE_AVYRSEXP
    PEMINTE_AVSAL
    AVYRSEXP_AVSAL
    PERSPEN_PTRATIO
    PERSPEN_PCTAF
    PTRATIO_PCTAF
    PERMINTE_AVTRSEXP_AVSAL
    PERSPEN_PTRATIO_PCTAF

来源

Jeff Gill 的 广义线性模型:统一方法

http://jgill.wustl.edu/research/books.html

经原作者明确许可使用,原作者保留所有权利。


上次更新:2024 年 10 月 3 日