Bibliography of Statistical Methods in Astronomy

B2FIND2026-04-11 收录

天文学统计方法

多元数据分析

数据链接：

https://b2find.eudat.eu/dataset/f4aadc5c-6b34-5e32-8655-4ba66cbe5262 数据链接链接失效反馈

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资源简介：

This catalog contains a bibliography of statistical data analysis and pattern recognition algorithms that are multivariate. References to computer packages and books are given....

Iris flower data set

植物分类

多元数据分析

Iris花数据集，也称为Fisher的Iris数据集，是一个多元数据集，由英国统计学家和生物学家Ronald Fisher于1936年提出，用于解决分类问题。该数据集包含三种Iris花（Iris setosa, Iris virginica和Iris versicolor）的50个样本，每个样本测量了四个特征：萼片和花瓣的长度和宽度，单位为厘米。

github2023-05-08 更新1280

Large Precision Matrix Estimation with Unknown Group Structure

精度矩阵估计

多元数据分析

The estimation of large precision matrices is crucial in modern multivariate analysis. Traditional sparsity assumptions, while useful, often fall short of accurately capturing the dependencies among f

DataCite Commons2024-12-20 更新130

Additional file 4 of Forecasting daily emergency department arrivals using high-dimensional multivariate data: a feature selection approach

诊断预测

多元数据分析

Additional file 4.Statistical analysis of multi-step predictions. The spreadsheet contains statistical analysis of differences in accuracies between multi-step predictions generated with the three bes

DataCite Commons2022-05-18 更新90

CHEMOMETRICS III - REVISITING THE EXPLORATORY ANALYSIS OF MULTIVARIATE DATA

化学计量学

多元数据分析

In this work, three methods for pattern recognition, used as exploratory data analysis, are revisited. A brief review of principal component analysis, PCA, an unsupervised method, is provided. Next, t

DataCite Commons2023-01-24 更新140

Illumination depth

多元数据分析

凸几何

The concept of illumination bodies studied in convex geometry is used to amend the halfspace depth for multivariate data. The proposed notion of illumination enables finer resolution of the sample poi

DataCite Commons2020-08-25 更新100

Bibliography of Statistical Methods in Astronomy

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