目录列表（摘要）
《SPSS 11统计分析教程》（基础篇）
第一部分 基本操作入门
第一章 初探SPSS－－数据分析实例·························································2
§1.1 数据的输入和保存................................................................................................
§1.2 数据的预分析........................................................................................................
§1.3 按题目要求进行统计分析....................................................................................
§1.4 保存和导出分析结果............................................................................................
第二章 数据编辑界面用法详解··································································12
§2.1 数据编辑窗口操作入门........................................................................................
2.2.4 数据编辑窗口操作技巧集锦..................................................................................
§2.2 数据文件的管理－－File菜单详解......................................................................
§2.3 Utilities菜单详解.....................................................................................................
第三章 数据文件的进一步整理――Transform/Data菜单详解····················28
§3.1 SPSS对话框元素介绍...........................................................................................
§3.2 Transform菜单详解................................................................................................
§3.3 Data菜单详解........................................................................................................
§3.4 Transform/Data菜单命令高级应用技巧集锦........................................................
3.4.1 二项分布/Poisson分布累计概率的计算..................................................................
3.4.2 抽奖问题..............................................................................................................
3.4.3 随机分配／抽样问题.............................................................................................
3.4.4 从原始数据生成简易频数表..................................................................................
3.4.5 按字符型变量取值筛选记录.....................................................................................
第四章 SPSS编程操作入门········································································ 48
§4.1 程序编辑窗口操作入门..........................................................................................
§4.2 结构化语句简介......................................................................................................
§4.3 SPSS Production facility操作入门............................................................................
第五章 SPSS结果窗口用法详解·································································56
§5.1 结果窗口元素介绍..................................................................................................
5.1.3 如何美化输出结果－－SPSS选项设置....................................................................
§5.2 驾驭结果浏览窗口..................................................................................................
5.2.3 如何在WORD等软件中使用输出结果....................................................................
§5.3 文本输出结果的编辑..............................................................................................
§5.4 表格编辑方法详解..................................................................................................
第六章 自学SPSS――Help菜单详解··························································69
§6.1 初生牛犊..................................................................................................................
6.1.1 自学模块（Tutorial）..............................................................................................
6.1.2 统计教练（Statistics Coach）..................................................................................
§6.2 笑傲江湖..................................................................................................................
6.2.1 无处不在的界面帮助..............................................................................................
6.2.2 如何使用标准帮助文件...........................................................................................
§6.3 凤舞九天..................................................................................................................
6.3.1 语法指南（Syntax Guide）......................................................................................
6.3.2 网络上的可用资源..................................................................................................
第二部分 统计图和统计报表
第七章 常用统计图形的制作和编辑···························································· 82
§7.1 SPSS绘图功能简介...............................................................................................
§7.2 统计图操作入门——条图.....................................................................................
§7.3 统计图编辑方法详解.............................................................................................
§7.4 线图和面积图.........................................................................................................
§7.5 散点图.....................................................................................................................
§7.6 Pareto图和控制图..................................................................................................
§7.7 箱式图和误差图.....................................................................................................
§7.8 P-P图和Q-Q图....................................................................................................
§7.9 其他统计图.............................................................................................................
7.9.4 ROC曲线..............................................................................................................
§7.1
第八章 交互式统计图················································································ 122
§8.1 概 述.....................................................................................................................
§8.2 交互式条图...........................................................................................................
§8.3 交互式点图、线图、条带图、垂线图与面积图...............................................
§8.4 交互式饼图...........................................................................................................
§8.5 交互式箱式图和误差图.......................................................................................
§8.6 交互式直方图.......................................................................................................
§8.7 交互式散点图.......................................................................................................
§8.8 交互图的编辑.......................................................................................................
第九章 报表天地（上）――
§9.1 OLAP Cubes过程..................................................................................................
§9.2 Case Summaries过程..............................................................................................
§9.3
§9.4
第十章 报表天地（下）――Custom Tables菜单详解································ 182
§1
§1
§1
§1
第三部分 基础统计分析方法
第十一章 描述性统计分析－－Descriptive Statistics菜单详解····················198
§11.1 Fre
§11.2 Descriptives过程.........................................................................................................
§11.3 Explore过程................................................................................................................
§11.4 Ratio过程....................................................................................................................
§11.5 综合分析实例.............................................................................................................
11.5.1 频数表数据................................................................................................................
11.5.2 偏态分布数据的参考值范围.......................................................................................
11.5.3 标准正态变换............................................................................................................
11.5.4 探索性分析................................................................................................................
第十二章 均数间的比较－－Compare Means菜单详解··································· 218
§12.1 Means过程.................................................................................................................
§12.2 One-Samples T Test过程............................................................................................
§12.3 Independent-Samples T Test过程................................................................................
§12.4 Paired-Samples T Test过程.........................................................................................
§12.5 One-Way ANOVA过程..............................................................................................
§12.6 综合分析实例.............................................................................................................
12.6.1 两样本t检验：巧用Cutpoint......................................................................................
12.6.2 方差分析：指定均数的比较.......................................................................................
12.6.3 方差分析：均数间曲线趋势的判断............................................................................
第十三章 非参数统计分析方法――Nonparametric Tests菜单详解·················· 242
§13.1 分布类型检验方法.....................................................................................................
13.1.1 Chi-S
13.1.2 Binomial过程.............................................................................................................
13.1.3 Runs过程..................................................................................................................
13.1.4 1-Sample K-S过程.....................................................................................................
§13.2 分布位置检验方法.....................................................................................................
13.2.1 2 Independent Samples与K Independent Samples过程..................................................
13.2.2 2
13.2.3 非参数检验中的一些问题..........................................................................................
§13.3 秩变换分析方法.........................................................................................................
第十四章 卡方世界――Crosstabs过程详解···················································· 259
§14.1 分类资料数据录入格式简介.....................................................................................
§14.2 Crosstabs过程详解....................................................................................................
§14.3 综合分析实例.............................................................................................................
14.3.1 确切概率的计算........................................................................................................
14.3.2 配对卡方与一致性检验..............................................................................................
14.3.3 分层卡方检验............................................................................................................
第十五章 相关分析――Correlate菜单详解····················································· 271
§15.1 Bivariate过程..............................................................................................................
§15.2 Partial过程..................................................................................................................
§15.3 Distances过程.............................................................................................................
第十六章 多选题分析――Multiple
§16.1 多选题概述.................................................................................................................
§16.2 Define Sets过程..........................................................................................................
§16.3 Fre
§16.4 Crosstabs过程............................................................................................................
附 录
附录 1 SPSS
11.
附录 2 SPSS 11.
附录 3 SPSS公司部分软件介绍........................................................................................... 297
《SPSS 11统计分析教程》（高级篇）
第一部分 一般线性与混合线性模型
第一章 征服一般线性模型――General Linear Model菜单详解（上）············ 2
§1.2 Univariate过程入门....................................................................................................
§1.3 常用试验设计及分析方法详解.................................................................................
1.3.1 完全随机设计（Completely Random Design）..............................................................
1.3.2 配伍设计（Randomized Block Design）.......................................................................
1.3.3 交叉设计（Cross-over Design）.................................................................................
1.3.4 析因设计（Factorial Design）.....................................................................................
1.3.5 拉丁方设计（Latin S
1.3.6 正交设计（Orthogonal Design）.................................................................................
1.3.7 星点设计（Central Composite Design）.......................................................................
1.3.8 嵌套设计（Nested Design）与裂区设计（Split-plot Design）.......................................
§1.4 协方差分析.................................................................................................................
第二章 征服一般线性模型――General Linear Model菜单详解（下）········· 32
§2.1 Multivariate过程..........................................................................................................
§2.2
§2.3 Variance Components过程..........................................................................................
第三章 混合线性模型入门――Mixed Model菜单详解································· 46
§3.1 模型简介.....................................................................................................................
§3.2 Linear过程..................................................................................................................
§3.3 混合线性模型分析实例.............................................................................................
3.3.1 家庭聚集性数据........................................................................................................
3.3.2 重复测量数据............................................................................................................
3.3.3 嵌套设计数据............................................................................................................
第二部分 回归分析
第四章 多元线性回归与曲线拟合――
§4.1 Linear过程..................................................................................................................
§4.2 关于线性回归的高级话题.........................................................................................
4.2.1 衡量多元线性回归方程的标准...................................................................................
4.2.2 强影响点的诊断及对策..............................................................................................
4.2.3 多重共线性问题及对策..............................................................................................
4.2.4 分类自变量的设置与哑变量的使用............................................................................
4.2.5 趋势面分析...............................................................................................................
4.2.6 通径分析（Path Analysis）.........................................................................................
§2
第五章 分类资料的回归分析――
§5.1 Binary Logistic过程.....................................................................................................
§5.2 关于Logistic模型的高级话题...................................................................................
5.2.1 模型中的假设检验方法..............................................................................................
5.2.2 模型的自变量设置方法..............................................................................................
5.2.3 模型诊断...................................................................................................................
5.2.4 配对Logistic回归模型...............................................................................................
§5.3 Multinomial Logistic过程.............................................................................................
§5.4 Ordinal过程................................................................................................................
§5.5 Probit过程..................................................................................................................
第六章 非线性回归及其他回归过程――
§6.1 Nonlinear
6.1.3 对非线性模型的深入探讨..........................................................................................
§6.2 Weight Estimation过程.................................................................................................
§6.3 Two-Stage
Least-S
§6.4 Optimal Scaling过程....................................................................................................
第三部分 多元统计分析方法
第七章 对数线性模型――Loglinear菜单详解················································ 148
§7.1 模型简介.....................................................................................................................
§7.2 General过程................................................................................................................
§7.3 Logit过程....................................................................................................................
§7.4 Model Selection过程...................................................................................................
第八章 聚类分析与判别分析――Classify菜单详解······································· 166
§8.1 K-means Cluster过程..................................................................................................
§8.2 Hierarchical Cluster过程..............................................................................................
§8.3 Discriminant过程.........................................................................................................
第九章 因子分析与对应分析――Data
§9.1 Factor Analysis过程....................................................................................................
9.1.5 对引例的进一步分析.................................................................................................
§9.2 Correspondence Analysis过程.....................................................................................
§9.3 Optimal Scaling过程....................................................................................................
第十章 信度分析与多维尺度分析――Sc
§1
§1
§1
1
第十一章 结合分析························································································ 234
§11.1 模型简介.....................................................................................................................
§11.2 Orthogonal Design子菜单...........................................................................................
§11.3 CONJOINT过程........................................................................................................
11.3.3 对引例的进一步分析.................................................................................................
第四部分 其他高级统计分析方法
第十二章 岁月如歌――Time Series菜单详解·················································
25
§12.1 时间序列的建立和平稳化.........................................................................................
§12.2 时间序列的图形化观察.............................................................................................
§12.3 Exponential Smoothing过程.........................................................................................
§12.4 Autoregression过程.....................................................................................................
§12.5 ARIMA过程...............................................................................................................
12.5.4 综合分析实例............................................................................................................
§12.6 季节解构――Seasonal Decomposition过程..............................................................
第十三章 生存分析――Survival菜单详解······················································
29
§13.1 生存分析简介.............................................................................................................
§13.2 Life Tables过程...........................................................................................................
§13.3 Kaplan-Meier过程......................................................................................................
§13.4 Cox
§13.5 关于Cox模型的高级话题........................................................................................
13.5.1 分类自变量的定义与比较方法...................................................................................
13.5.2 Cox模型中的分层分析..............................................................................................
13.5.3 配对Logistic回归......................................................................................................
13.5.4 竞争风险（Competing risks）的Cox模型...................................................................
13.5.5 复发性疾病的Cox模型..............................................................................................
§13.6 Cox w/Time-Dep Cov过程..........................................................................................
第十四章 缺失值分析――Missing Value
Analysis过程详解······························
32
§14.1 缺失值理论简介.........................................................................................................
§14.2 界面说明.....................................................................................................................
§14.3 分析实例.....................................................................................................................
第十五章 其它统计分析功能――不得不说的故事········································· 331
§15.1 典型相关分析.............................................................................................................
§15.2 岭回归分析.................................................................................................................
§15.3 广义线性模型简介.....................................................................................................
附 录
附录 SPSS公司部分软件介绍...................................................................................
........... 34