Redefine the correlation coefficient by experiment methods Article Swipe

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Xiatong Cai , Guangpeng Pei , Yuen Zhu , Donggang Guo , Hua Li ·

YOU? · · 2017 · Open Access · · DOI: https://doi.org/10.48550/arxiv.1709.10335

With the establishment of global biological monitor network and development of remote sensing technology, data won't be a limitation, but the variance brought by spatial heterogeneous and fractal will influence correlation coefficient significantly with the enlarged sample scale. Those impede us to find more intrinsic principle in ecology. Ecology is based on experiment, and the experiment methods won't change with spatial. In that condition, if we construct a system to evaluate the experimental difference, that may benefit the study in spatial ecology. In that condition, we give a synthesis discussion from the concept of data, experiment to analysis methods,and revise as well as develop correlation and regression method to make it suit the demand of spatial analysis. An experimental correlation system is established in this report.

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Mathematical Analysis

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Variance (accounting) Construct (python library) Correlation coefficient Spatial correlation Spatial analysis Ecology Correlation Scale (ratio) Sample (material) Fractal Spatial ecology Regression Computer science Econometrics Statistics Mathematics Geography Cartography Mathematical analysis Economics Physics Geometry Programming language Accounting Thermodynamics Biology

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Type: preprint
Language: en
Landing Page: http://arxiv.org/abs/1709.10335
PDF: https://arxiv.org/pdf/1709.10335
OA Status: green
Related Works: 10
OpenAlex ID: https://openalex.org/W2760792609

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DOI: https://doi.org/10.48550/arxiv.1709.10335

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Title: Redefine the correlation coefficient by experiment methods

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Type: preprint

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Language: en

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Publication year: 2017

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Publication date: 2017-09-29

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Authors: Xiatong Cai, Guangpeng Pei, Yuen Zhu, Donggang Guo, Hua Li

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Landing page: https://arxiv.org/abs/1709.10335

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Concepts: Variance (accounting), Construct (python library), Correlation coefficient, Spatial correlation, Spatial analysis, Ecology, Correlation, Scale (ratio), Sample (material), Fractal, Spatial ecology, Regression, Computer science, Econometrics, Statistics, Mathematics, Geography, Cartography, Mathematical analysis, Economics, Physics, Geometry, Programming language, Accounting, Thermodynamics, Biology

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