├── 0. 课程导学.ipynb ├── Datashine.jpg ├── README.md ├── StatsAnalysis_1. 数据描述性分析.ipynb ├── StatsAnalysis_2. 参数估计.ipynb ├── StatsAnalysis_3. 假设检验.ipynb ├── StatsAnalysis_4. 回归分析R代码.ipynb ├── StatsAnalysis_4. 回归分析（1）.ipynb ├── StatsAnalysis_4. 回归分析（2）.ipynb ├── StatsAnalysis_4. 回归分析（3）.ipynb ├── StatsAnalysis_5. 方差分析.ipynb ├── StatsAnalysis_6. 判别分析与聚类分析.ipynb ├── StatsAnalysis_6. 判别分析与聚类分析R代码.ipynb ├── StatsAnalysis_7. 主成分分析、典型相关分析R代码.ipynb ├── StatsAnalysis_7. 主成分分析、因子分析、典型相关分析.ipynb ├── StatsAnalysis_8. 非参数统计R代码.ipynb ├── StatsAnalysis_8. 非参数统计（1）.ipynb ├── StatsAnalysis_8. 非参数统计（2）.ipynb ├── StatsAnalysis_8. 非参数统计（3）.ipynb ├── StatsAnalysis_8. 非参数统计（4）.ipynb ├── content.jpg ├── data ├── Arthritis.csv ├── Credit.csv ├── Damage.xls ├── applicant.csv ├── arthritis.txt ├── drugs.txt ├── engel.csv ├── faith.csv ├── fish.csv ├── fish.txt ├── iris.csv ├── mcycle.csv ├── myopia.txt ├── nerve.txt ├── pig_data │ ├── gpigs1.txt │ ├── gpigs2.txt │ ├── gpigs3.txt │ ├── gpigs4.txt │ ├── gpigs5.txt │ └── gpigscontrol.txt ├── saheart.csv ├── wage.csv └── weight_bp.XLS ├── deshang.png ├── logo.png ├── mainpage.png ├── stats1.png ├── stats2.png ├── statsmodels_ols.ipynb ├── weixin.png ├── 对数线性模型.ipynb └── 岭回归和Lasso算法Python实现.ipynb /0. 课程导学.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/0. 课程导学.ipynb -------------------------------------------------------------------------------- /Datashine.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/Datashine.jpg -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/README.md -------------------------------------------------------------------------------- /StatsAnalysis_1. 数据描述性分析.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_1. 数据描述性分析.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_2. 参数估计.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_2. 参数估计.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_3. 假设检验.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_3. 假设检验.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_4. 回归分析R代码.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_4. 回归分析R代码.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_4. 回归分析（1）.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_4. 回归分析（1）.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_4. 回归分析（2）.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_4. 回归分析（2）.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_4. 回归分析（3）.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_4. 回归分析（3）.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_5. 方差分析.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_5. 方差分析.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_6. 判别分析与聚类分析.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_6. 判别分析与聚类分析.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_6. 判别分析与聚类分析R代码.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/StatsAnalysis_6. 判别分析与聚类分析R代码.ipynb -------------------------------------------------------------------------------- /StatsAnalysis_7. 主成分分析、典型相关分析R代码.ipynb: 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-------------------------------------------------------------------------------- /content.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/content.jpg -------------------------------------------------------------------------------- /data/Arthritis.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/data/Arthritis.csv -------------------------------------------------------------------------------- /data/Credit.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinhualee/datashine/HEAD/data/Credit.csv -------------------------------------------------------------------------------- /data/Damage.xls: -------------------------------------------------------------------------------- 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