用于投资组合模型的R代码，包括Markowitz均值-方差模型和Black-Litterman模型
R code for portfolio model (2021-04-11, R language, 56KB, 下载0次)
对传统高维数据处理算法 主成分分析法的改进：稀疏主成分分析的算法介绍以及代码实现
Principal component analysis (PCA) is widely used in data processing and dimensionality (2021-01-26, R language, 6KB, 下载0次)
数据挖掘所需代码，包括KNN算法，贝叶斯，模型评估
data mining,knn,naive bayes,model evaluation (2020-09-17, R language, 3899KB, 下载1次)
ARIMA预测模型，ARIMA模型全称为自回归移动平均模型(Autoregressive Integrated Moving Average Model,简记ARIMA)，是由博克思(Box)和詹金斯(Jenkins)于70年代初提出的一著名时间序列预测方法，所以又称为box-jenkins模型、博克思-詹金斯法。其中ARIMA（p，d，q）称为差分自回归移动平均模型，AR是自回归, p为自回归项; MA为移动平均，q为移动平均项数，d为时间序列成为平稳时所做的差分次数。
ARIMA model is called autoregressive integrated moving average model (ARIMA). It is a famous time series prediction method put forward by box and Jenkins in the early 1970s, so it is also called box Jenkins model and boxjenkins method. ARIMA (P, D, q) is called differential autoregressive moving average model, AR is autoregressive, P is autoregressive; Ma is moving average, q is moving average, and D is the difference times when time series becomes stable. (2020-05-29, R language, 1KB, 下载0次)
金融时间序列第九章的代码加数据，用的r语言
Analysis of Financial Time Series 3th (2020-03-14, R language, 33KB, 下载2次)
R语言-中国各省的热力地图的代码，安徽省、广东省、新疆维吾尔族自治区
R language - the code of the thermal map of the provinces of China, Anhui Province, Guangdong Province, Xinjiang Uygur Autonomous Region (2019-11-13, R language, 22KB, 下载0次)
威斯康星研究所的乳腺癌机器学习数据，可用于R以及python的机器学习
Gene expression data in TCGA database (2019-05-15, R language, 9159KB, 下载0次)
本文描述了在这种情况下，从统计机制和实际仪器开发两方面对认知模型进行建模和评估的贝叶斯方法。
This article describes a Bayesian approach to modeling and estimating cognitive models in such situations, both in terms of statistical machinery and actual instrument development. (2019-03-27, R language, 494KB, 下载0次)
特征选择和降维，r语言3.5.2专用，3.5.1无法使用
Feature Selection and Dimension Reduction (2019-03-12, R language, 312KB, 下载1次)
基于R语言的统计学习书籍，里面有讲解模型的应用，基本算法的推导，降维，支持向量机等，是一本值得初学者学习的书
Based on the R language of statistical learning books, there are explanations of the application of the model, the deduction of basic algorithms, dimensionality reduction, support vector machines, and so on. It is a book worth learning for beginners. (2018-07-01, R language, 7322KB, 下载0次)
自编朴素贝叶斯，实现德国信用卡数据的分析，算法说明参见 李航 统计学习方法
using Naive Bayes to analysis German Credit Card Dataset (2018-06-26, R language, 3KB, 下载0次)
吉布斯(Gibbs)抽样方法是 Markov Chain Monte Carlo(MCMC)方法的一种,也是应用最为广泛的一种
The simplest Gibbs sampling is a special case of Metropolis-Hastings algorithm, while the extension of Gibbs sampling can be regarded as a universal sampling system. This system takes a sample of each (or each) variable by rotation and combines a Metropolis-Hastings algorithm (or more complex algorithms, such as slice sampling, adaptive rejection sampling, and adaptive rejection Metropolis algorithm) to take a step or multistep sampling of a large number of variables. (2018-04-20, R language, 13KB, 下载4次)
普林斯顿大学的R语言入门资料；简明扼要，言简意赅，方便学习，易于上手。
R Introduction from Princeton; easy to practice (2018-04-03, R language, 704KB, 下载2次)
估计有效维数缩减空间，是一个程序包（package），可以很好地调用
Estimation of the Effective Dimension Reduction ('EDR') Space (2018-03-10, R language, 13KB, 下载1次)
判别分析，什么是判别分析，贝叶斯判别法，费舍尔判别法
Discriminant analysis, what is discriminant analysis, bayesian test, fischer test? (2018-02-26, R language, 1125KB, 下载1次)
可做皮尔逊相关关系图，更改可做斯皮尔曼相关
Can do Pearson correlation diagram, change can do Spearman related. Pearson & Spearman (2018-02-21, R language, 1KB, 下载2次)
只需收集股票组合收盘价，复制，然后运行该R脚本，即可计算最优权重！
Just collect the closing price of the stock portfolio, copy, and then run the R script, you can calculate the optimal weight! (2017-11-08, R language, 16KB, 下载0次)
本内容是有关机器学习的包含贝叶斯分类器，随机森林，支持向量机，神经网络，logistic多元回归等
The contents of this paper are machine learning, including Bayesian classifier, random forest, support vector machines, neural network, logistic multiple regression and so on (2017-09-05, R language, 2KB, 下载9次)