Spatial Data in Undergraduate Statistics Curriculum

被引:1
|
作者
Christou, Nicolas [1 ]
机构
[1] UCLA, Dept Stat, Los Angeles, CA 90095 USA
来源
关键词
Bubble plot; Maps; Prediction; Spatial data; Statistics education; Trend surface;
D O I
10.1080/10691898.2020.1844104
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
In this article we present and discuss the importance and relevance of the inclusion of spatial data analysis as part of the undergraduate statistics curriculum. Given its usefulness and applicability across a range of disciplines, spatial data are a topic that should receive more emphasis within undergraduate statistics curricula. There exist many topical and intriguing spatial datasets from different areas of research that can bring fruitful discussions into the classroom including the environment, medicine, and political science. Spatial data can be incorporated at any level of study, from lower to upper division courses, as well as graduate-level courses in Mathematics and Statistics. This article will focus on its role in undergraduate statistics curricula, and present topics that can be included in an introductory course, a mathematical course in statistics, and an elective course in spatial data analysis. Supplemental materials for this article are available online.
引用
收藏
页码:27 / 38
页数:12
相关论文
共 50 条
  • [1] Internet Data Analysis for the Undergraduate Statistics Curriculum
    Sanchez, Juana
    He, Yan
    [J]. JOURNAL OF STATISTICS EDUCATION, 2005, 13 (03):
  • [2] Bayesian Computing in the Undergraduate Statistics Curriculum
    Albert, Jim
    Hu, Jingchen
    [J]. JOURNAL OF STATISTICS EDUCATION, 2020, 28 (03): : 236 - 247
  • [3] A Statistics Curriculum for the Undergraduate Chemistry Major
    Schlotter, Nicholas E.
    [J]. JOURNAL OF CHEMICAL EDUCATION, 2013, 90 (01) : 51 - 55
  • [4] BIMODAL DISTRIBUTIONS FOR THE UNDERGRADUATE STATISTICS CURRICULUM
    Hassan, Mohamed Y.
    Abdalla, Ibrahim
    Gargoum, Ali
    [J]. ADVANCES AND APPLICATIONS IN STATISTICS, 2023, 84 : 33 - 50
  • [5] Teaching the Next Generation of Statistics Students to "Think With Data": Special Issue on Statistics and the Undergraduate Curriculum
    Horton, Nicholas J.
    Hardin, Johanna S.
    [J]. AMERICAN STATISTICIAN, 2015, 69 (04): : 259 - 265
  • [6] Challenges to embedding statistics in the undergraduate chemistry curriculum
    Schlotter, Nicholas
    [J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2018, 255
  • [7] RESEARCH DESIGN AND STATISTICS IN AN UNDERGRADUATE PHYSICAL THERAPY CURRICULUM
    ERVITI, VF
    SCOTT, M
    [J]. PHYSICAL THERAPY, 1974, 54 (03): : 256 - 259
  • [8] Undergraduate Statistics Curriculum: A Large, Unstructured, Complex Problem
    Borror, Connie M.
    Berger, Roger L.
    LaFond, Sue
    Stull, Melanie
    [J]. QUALITY ENGINEERING, 2012, 24 (02) : 201 - 214
  • [9] Supporting Data Science in the Statistics Curriculum
    Loy, Adam
    Kuiper, Shonda
    Chihara, Laura
    [J]. JOURNAL OF STATISTICS EDUCATION, 2019, 27 (01): : 2 - 11
  • [10] Addressing educational needs in spatial data, information science, and geomatics in the civil engineering undergraduate curriculum
    Sarasua, WA
    Davis, WJ
    [J]. TRANSPORTATION MANAGEMENT AND PUBLIC POLICY 2003: PLANNING AND ADMINISTRATION, 2003, (1848): : 64 - 69