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ee.Reducer.kendallsCorrelation
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创建用于计算 Kendall Tau-b 等级相关性的 reducer。正 tau 值表示呈上升趋势;负值表示呈下降趋势。如需了解详情,请访问 https://commons.apache.org/proper/commons-math/javadocs/api-3.6.1/org/apache/commons/math3/stat/correlation/KendallsCorrelation.html。
用法 | 返回 |
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ee.Reducer.kendallsCorrelation(numInputs) | 缩减器 |
参数 | 类型 | 详细信息 |
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numInputs | 整数,默认值:1 | 预期输入源的数量(1 或 2)。如果指定为 1,则自动为 x 值生成序列号(这意味着不能有相同的值)。 |
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最后更新时间 (UTC):2025-07-26。
[null,null,["最后更新时间 (UTC):2025-07-26。"],[[["\u003cp\u003eComputes the Kendall's Tau-b rank correlation, indicating increasing trends with positive values and decreasing trends with negative values.\u003c/p\u003e\n"],["\u003cp\u003eProvides a reducer that can be used with one or two inputs, automatically generating sequence numbers for the x value when only one input is provided.\u003c/p\u003e\n"],["\u003cp\u003eOffers flexibility for analysis by allowing users to specify the number of inputs, accommodating scenarios with or without ties in the x values.\u003c/p\u003e\n"],["\u003cp\u003eBuilt upon the Apache Commons Math library, ensuring reliable and robust correlation calculations based on established statistical methods.\u003c/p\u003e\n"],["\u003cp\u003eEnables the identification of monotonic relationships between variables in Earth Engine, facilitating insights into data patterns and trends.\u003c/p\u003e\n"]]],["This content describes a reducer that calculates Kendall's Tau-b rank correlation. It returns a reducer object and expects one or two numerical inputs. If only one input is provided, the reducer generates sequence numbers for the x-values, ensuring no ties. The output indicates trend direction: positive tau suggests an increasing trend, while negative tau indicates a decreasing one. The `numInputs` argument defines the expected number of inputs, defaulting to one.\n"],null,["# ee.Reducer.kendallsCorrelation\n\nCreates a reducer that computes the Kendall's Tau-b rank correlation. A positive tau value indicates an increasing trend; negative value indicates a decreasing trend. See https://commons.apache.org/proper/commons-math/javadocs/api-3.6.1/org/apache/commons/math3/stat/correlation/KendallsCorrelation.html for details.\n\n\u003cbr /\u003e\n\n| Usage | Returns |\n|-------------------------------------------------|---------|\n| `ee.Reducer.kendallsCorrelation(`*numInputs*`)` | Reducer |\n\n| Argument | Type | Details |\n|-------------|---------------------|------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `numInputs` | Integer, default: 1 | The number of inputs to expect (1 or 2). If 1 is specified, automatically generates sequence numbers for the x value (meaning there can be no ties). |"]]