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SPSS讲义

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Part and partial correlations[部分相关和偏相关性] Collinearity diagnostics[共线性诊断] Residuals[残差]

Durbi-Watson[杜宾-沃森] Casewise diagnostics[个案诊断]

Outliers outside:x standard deviations[外离群:3标准差] All cases[全部个案] 图[Plots] DEPENDNT

*ZPRED 标准化的预测值:Standardized predicted values *ZRESI 标准化残差: Standardized residuals *DRESI 剔除残值: Deleted residuals *ADJPR 调整后的预测值:Adjusted predicted values *SRESI 学生化残值: Studentized residuals *SDRES 学生化剔除残值:Studentized deleted residuals Standardized Residual Plots[标准化残差图] Histogram[直方图]

Normal probability plot[正态概率图] Produce all partial plots[产生所有部分图] 保存[Save]

Predicted Values[预测值] Unstandardized[未标准化]

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Standardized[标准化] Adjusted[调整]

S.E. of mean predictions[均值预测值的标准差] Residuals[残差]

Unstandardized[未标准化] Standardized[标准化] Studentized[学生化] Deleted[剔除]

Studentized deleted[学生化剔除] Distances[距离] Mahalanobis Cook`s

Leverage values[杠杆值] Influence Statistics[影响统计量] DfBeta(s)

Standardized DfBeta(s) DfFit

Standardized DfFit Covariance ratio

Prediction Intervals[预测区间] Mean[均值] Individual[单值] Confidence Interva[置信区间]:95%

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Save to New File[保存为新文件] Coefficient statistics[]

Export model information to XML file[将模型信息输出到XML文件] Include the covariance matrix[包括协方差矩阵] 选项[Options]

Stepping Method Criteria[步进方法标准] Use probability of F[使用 F 的概率] Entry[进入]:0.05 Removal[删除]:0.10 Use F value[使用 F 值]

Entry[进入]:3.84 Removal[删除]:2.71 Include constant in equation[在等侍中包含常量] Missing Values[缺失值]

Exclude cases listwise[按列表排除个案] Exclude cases pairwise[按对排除个案] Replace with mean[使用均值替换]

曲线回归分析:Analyze> Regression>Curve Estimation...

一元线性(Linear):y??0??1x二次曲线(Quadratic):y??0??1x??2x2?y??0??1x??2x1(x1?x2)复合曲线(Compound):y??0?1x?ln(y)?ln(?0)?ln(?1)x增长曲线(Growth):y?e?0??1x?ln(y)??0??1x对数曲线(Logarithmic):y??0??1ln(x)?y??0??1x1(x1?ln(x))三次曲线(Cubic):y??0??1x??2x2??3x3?y??0??1x??2x1??3x2(xi?xi?1)S型曲线(S):y?e?0??1/x?ln(y)??0??1x1(x1?1/x)指数曲线(Exponential):y??0e?1x?ln(y)?ln(?0)??1x逆函数(Inverse):y??0??1/x?y??0??1x1(x1?1/x)

- 13 - 幂函数(Power):y??0?x?1?ln(y)?ln(?0)??1x1(x1?ln(x))逻辑函数(Logistic):y?1/(1/???0?1x)?ln(1y?1?)?ln(?0?ln(?1)x)

----年人均消费支出和教育.sav:教育支出/年人均消费支出[年份],在外就餐/T Chapter10. 聚类分析

层次聚类:Analyze>Classify>Hierarchical Cluster ----商厦评分.sav[Q] ----小康指数.sav[Q] ----裁判打分.sav[R] 快速聚类:Analyze>Classify>K-Means Cluster ----小康指数.sav[Q] Chapter11. 因子分析

主成分分析:Analyze>Data Reduction>Factor ----各地区年平均收入.sav

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SPSS讲义

Partandpartialcorrelations[部分相关和偏相关性]Collinearitydiagnostics[共线性诊断]Residuals[残差]Durbi-Watson[杜宾-沃森]Casewisediagnostics[个案诊断]Outliersoutside:xstandarddeviations[外离群:3标准差]
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