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相关概念视频

Next-generation Sequencing03:00

Next-generation Sequencing

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The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features....
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Adjusting a Traverse01:12

Adjusting a Traverse

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In the site survey of a four-sided traverse, internal angles are essential to ensure geometric accuracy. The survey revealed that the sum of the measured internal angles was 359 degrees and 48 minutes, which is 12 minutes less than the expected 360 degrees. This discrepancy signals an error likely arising from measurement inaccuracies during the fieldwork.To rectify this error, the adjustment process involved distributing the 12-minute shortfall equally across the four internal angles. By...
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Causality in Epidemiology01:21

Causality in Epidemiology

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Causality or causation is a fundamental concept in epidemiology, vital for understanding the relationships between various factors and health outcomes. Despite its importance, there's no single, universally accepted definition of causality within the discipline. Drawing from a systematic review, causality in epidemiology encompasses several definitions, including production, necessary and sufficient, sufficient-component, counterfactual, and probabilistic models. Each has its strengths and...
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Design Example: Traverse Angle Computations01:25

Design Example: Traverse Angle Computations

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Traverse angle computations are a critical component of surveying, used to compute the internal angles within a closed traverse. A traverse consists of a series of connected lines forming a closed loop, often used for land boundary delineation or mapping. Calculating the internal angles ensures accuracy in the traverse geometry and is essential for checking survey data integrity.The process begins with known azimuths and bearings of the traverse sides. Internal angles at each vertex are...
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Ogive Graph01:07

Ogive Graph

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An ogive graph is sometimes called a cumulative frequency polygon. It is one type of frequency polygon that shows cumulative frequency. In other words, the cumulative percentages are added to the graph from left to right. An ogive graph plots cumulative frequency on the vertical y-axis and class boundaries along the horizontal x-axis. It’s very similar to a histogram; only instead of rectangles, an ogive displays a single point where the top right of the rectangle would be. Creating this...
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Graphing Antiderivatives01:30

Graphing Antiderivatives

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The concept of an antiderivative is fundamental in calculus, describing how a function's values accumulate over time. This process is closely related to physical motion, such as the movement of a rolling ball. As the ball progresses, its position changes in response to variations in velocity, just as an antiderivative graph reflects the cumulative effect of the original function's values.Graphing an antiderivative requires interpreting how a function's values influence the shape of its...
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Basics of Multivariate Analysis in Neuroimaging Data
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通过因果图横向生成多变量数据的连贯可视化序列.

Puripant Ruchikachorn, Darius Coelho, Jun Wang

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    此摘要是机器生成的。

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    相关实验视频

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    科学领域:

    • 数据可视化 数据可视化
    • 因果推理因果推理
    • 人与计算机的交互

    背景情况:

    • 多变量数据分析在信息导航中提出了挑战.
    • 现有的可视化技术通常依赖于诸如相关性之类的统计指标.
    • 排序双变散点图或平行坐标轴对于有效的数据解释至关重要.

    研究的目的:

    • 为多变量数据开发和评估新的可视化序列.
    • 将因果关系纳入可视化元素的排序中.
    • 增强用户对数据内潜在因果结构的理解.

    主要方法:

    • 从多变量数据中推导因果图.
    • 实施基于因果关系的语义横向方案.
    • 使用双变量散射图和平行坐标图来表示数据.
    • 进行众包用户研究和面试以进行评估.

    主要成果:

    • 基于因果关系的可视化序列显著提高了用户对因果关系的理解.
    • 拟议的方法优于仅基于相关性或随机化的序列.
    • 用户研究证实了对数据因果关系的更好理解.

    结论:

    • 将因果关系纳入可视化序列为探索多变量数据提供了一种卓越的方法.
    • 这种方法有助于用户识别和理解复杂的因果结构.
    • 未来的工作可以探索各种各样的因果发现算法和穿越策略.