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2单变量线性回归_配套代码
- 关于机器学习的线性回归模型matlab主程序。(Matlab main program of linear regression model for machine learning.)
线性回归
- 简单的线性回归模型的matlab程序，可修改矩阵的相关数据。(Simple linear regression model)
R-quantereg
- 用于R语言平台，常见的分位数回归模型。建议使用R studio(For the R language platform, common quantile regression model. It is recommended to use R studio)
环境与生态统计__R语言的应用_钱松著_12979948
- 结合案例来描述每一种统计学模型，解释如何开展数据分析，讨论采用模拟手段来检验模型，这是模型开发与评估中的重要方面，给出多层回归模型（如多层ANOVA、多层线性回归和广义多层模型），指导如何用R语言采实现诸多方法，在线提供书中所用到的数据集和R语言脚本。(Combined with the case to describe each kind of statistical model, how to carry out data analysis and interpretation, discu
偏最小二乘回归的线性与非线性方法(书.王惠文)
- 偏最小二乘回归的线性与非线性方法，王惠文著。讲了偏最小二乘通径回归模型和递阶偏最小二乘回归模型。(Partial Least Squares Regression Linear and Nonlinear Methods, by Wang Huiwen. The partial least square path regression model and the hierarchical partial least-squares regression model are introduced.
readnc
- 根据回归模型，对数组可以进行回归计算，获得两个参数值，(According to the regression model, the array can be regressed and two parameter values are obtained.)
bayesian_regression
- 贝叶斯回归是一个很好的回归模型。相对与其他模型，贝叶斯回归可以避免因为模型过简单或者过复杂而产生的拟合不足和过拟合的问题。(Bayesian Regression is a good regression model. Compared with other models, Bayesian Regression can avoid the problems of Under-fitting and Over-fitting resulting from the simple or too co
高级统计学第6周课件
- spss软件作多元线性回归模型 ，spss上机教程，可以用来分析模型(SPSS nonlinear regression model)
tensorflow_examples
- 建立人工神经网络模型，包括使用keras建模，logistic regression model(Use tensorflow to construct neural network)
BMA
- bayesian model averaging
BMS (1)
- bayesian model selection among dfferent models
logisticRegressionshiyan线性回归
- 用于数据挖掘，疾病自动诊断，经济预测等领域。例如，探讨引发疾病的危险因素，建立Logistics回归模型，并根据此预测疾病发生的概率等(Used for data mining, disease automatic diagnosis, economic forecasting and other fields. For example, to explore the risk factors for disease, establish Logistics regression model,
Logistic
- 逻辑回归模型的实现，最易理解的分类器，适合小样本数据集(The realization of logistic regression model, the most understandable classifier, is suitable for small sample datasets.)
SSTVARToolbox
- 平滑转换向量自回归模型的估计、检验以及应用，包含若干子代码(The estimation, inspection and application of the smoothing transformation vector auto regression model contain several sub codes.)
SARIMA
- 周期性差分自动平滑回归模型(SARIMA)的matlab代码，附有注释(英文)。包括模型阶数的选择和预测输出以及分析用图像和MAPE评价数值。(The code for matlab code for the periodic differential automatic smoothing regression model (SARIMA) with comments (in English). Including the choice of model order and forecast
预处理.py
- 使用python对数据进行预处理后跑逻辑回归模型(Using Python to preprocess the data, run the logistic regression model.)
RBF神经网络回归模型
- RBF神经网络的一个回归模型，希望对大家有所帮助(RBF neural network regression model, we hope to help everyone.)
1_multcox
- 生物医学上的cox回归模型，相信你会学透并理解(Cox regression model in biomedicine, I believe you will learn and understand it thoroughly)
Python实现逻辑回归与梯度下降策略
- 建立一个逻辑回归模型来预测一个大学生是否被大学录取(Establish a logistic regression model to predict whether a college student will be admitted to a university)
PSTR资料
- 运算面板平滑转换回归模式PSTR的程序，是学术节计量经济学的重点程序(Many paper firstly uses the latest dynamic panel smooth transition regression model to investigate the relationship between Insurance and Economic growth for thirty countries in a nonlinear framework)