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Titlebook: Metrics That Make a Difference; How to Analyze Chang Robert Gilmore Pontius Jr Book 2022 Springer Nature Switzerland AG 2022 GIS.Remote Sen

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发表于 2025-3-21 17:09:10 | 显示全部楼层 |阅读模式
书目名称Metrics That Make a Difference
副标题How to Analyze Chang
编辑Robert Gilmore Pontius Jr
视频video
概述Provides novel quantitative methods and software to measure change and error.Explains concepts in clear language, equations, and graphics that rectify popular misconceptions.Gives unique insights for
丛书名称Advances in Geographic Information Science
图书封面Titlebook: Metrics That Make a Difference; How to Analyze Chang Robert Gilmore Pontius Jr Book 2022 Springer Nature Switzerland AG 2022 GIS.Remote Sen
描述.Your government warns that 10% of your neighbors have a deadly contagious virus. The producer of a diagnostic test advertises that 90% of its tests are correct for any population. The test indicates that you have the virus. This book’s author claims your test has a 50% chance of being false, given your test’s result. Who do you believe? This book gives you insights necessary to interpret metrics that make a difference in life’s decisions..This book gives methods and software that are essential to analyze change and error. Change describes a phenomenon across time points. Error compares diagnoses with the truth. Other texts give insufficient attention to these topics. This book’s novel ideas dispel popular misconceptions and replace previous methods. The author uses carefully designed graphics and high school mathematics to communicate easily with college students and advanced scientists. Applications include but are not limited to Remote Sensing, Land Change Science, and Geographic Information Science..“A. .wide range of tools to aid understanding of land cover and its change has been used but scientific progress has sometimes been limited through misuse and misunderstanding. Prof
出版日期Book 2022
关键词GIS; Remote Sensing; Continuous variables; Boolean variables; Rank variable; Hard categorical variables; S
版次1
doihttps://doi.org/10.1007/978-3-030-70765-1
isbn_softcover978-3-030-70767-5
isbn_ebook978-3-030-70765-1Series ISSN 1867-2434 Series E-ISSN 1867-2442
issn_series 1867-2434
copyrightSpringer Nature Switzerland AG 2022
The information of publication is updating

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发表于 2025-3-21 23:49:38 | 显示全部楼层
Binary Variable Versus Rank Variable,ary versus binary case of Chap. .. The method presents the results graphically as the Total Operating Characteristic, which is more informative than the outdated Relative Operating Characteristic. Relevant software includes the TOC Curve Generator (Liu .) available via . and R’s TOC package available at . (Pontius Jr et al. .).
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Indices of Agreement,isagreement. This chapter uses the examples from Chap. . to illustrate characteristics of the indices. Mean Deviation, Mean Absolute Deviation, Correlation, and Slope have clearer and more helpful interpretations than the indices of agreement.
发表于 2025-3-22 17:26:34 | 显示全部楼层
Categorical Variable Versus Categorical Variable,vice-versa, or neither. Relevant software includes the PontiusMatrix42.xlsx spreadsheet available at . (Pontius Jr .), the pontiPy python code available at . (Ahn and Verma .), and the diffeR package available at . (Pontius Jr and Santacruz .).
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Multiple Spatial Resolutions for Categorical Variables,resolution grows coarser. The spatial resolutions at which these components shrink gives insight to the spatial allocation of a category’s False Alarms and Misses. Relevant software includes the CROSSTAB module in TerrSet available at . and the diffeR package available at ..
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