感觉挺好的一本书，讲了很多用PLS做结构方程模型（SEM）分析的方法和步骤，以及很多示例，比如如何用结构方程模型做调节变量等，方法是相通的，对于学习LISREL和AMOS的读者也可以借鉴。PLS的估计方法与其他SEM软件不同，但是很容易上手。
Handbook of Partial Least Squares: Concepts, Methods and Applications


全书一共33个主题，列出来供参考

1 Latent Variables and Indices: HermanWold’s Basic Design and Partial Least Squares

2 PLS Path Modeling: From Foundations toRecent Developments and Open Issues for Model Assessment and Improvement

3 Bootstrap Cross-Validation Indices forPLS Path Model Assessment

4 A Bridge Between PLS Path Modeling andMulti-Block Data Analysis

5 Use of ULS-SEM and PLS-SEM to Measure aGroup Effect in a Regression Model Relating Two Blocks of Binary Variables

6 A New Multiblock PLS Based Method toEstimate Causal Models: Application to the Post-Consumption Behavior in Tourism

7 An Introduction to a Permutation BasedProcedure for Multi-Group PLS Analysis: Results of Tests of Differences onSimulated Data and a Cross Cultural Analysis of the Sourcing of InformationSystem Services Between Germany and the USA

8 Finite Mixture Partial Least SquaresAnalysis: Methodology and Numerical Examples

9 Prediction Oriented Classification in PLSPath Modeling

10 Conjoint Use of Variables Clustering andPLS Structural Equations Modeling

11 Design of PLS-Based Satisfaction Studies

12 A Case Study of a Customer SatisfactionProblem: Bootstrap and Imputation Techniques

13 Comparison of Likelihood and PLSEstimators for Structural Equation Modeling: A Simulation with CustomerSatisfaction Data

14 Modeling Customer Satisfaction: AComparative Performance Evaluation of Covariance Structure Analysis VersusPartial Least Squares

15 PLS in DataMining and Data Integration

16 Three-Block Data Modeling by Endo- andExo-LPLS Regression

17 Regression Modelling Analysis onCompositional Data

18 PLS and Success Factor Studies inMarketing

19 Applying Maximum Likelihood and PLS onDifferent Sample Sizes: Studies on SERVQUAL Model

and Employee Behavior Model

20 A PLS Model to Study Brand Preference:An Application to the Mobile Phone Market

21 An Application of PLS in Multi-GroupAnalysis: The Need for Differentiated Corporate-Level Marketing in the MobileCommunications Industry

22 Modeling the Impact of CorporateReputation on Customer Satisfaction and Loyalty Using Partial Least Squares

23 Reframing Customer Value in aService-Based Paradigm: An Evaluation of a Formative Measure in aMulti-industry, Cross-cultural Context

24 Analyzing Factorial Data Using PLS:Application in an Online Complaining Context

25 Application of PLS in Marketing: ContentStrategies on the Internet

26 Use of Partial Least Squares (PLS) inTQM Research: TQM Practices and Business Performance in SMEs

27 Using PLS to Investigate InteractionEffects Between Higher Order Branding Constructs

28 How toWrite Up and Report PLS Analyses

29 Evaluation of Structural Equation ModelsUsing the Partial Least Squares (PLS) Approach

30 Testing Moderating Effects in PLS PathModels: An Illustration of Available Procedures

31 A Comparison of Current PLS PathModeling Software: Features, Ease-of-Use, and Performance

32 Introduction to SIMCA-P and ItsApplicatio

33 Interpretation of the Preferences ofAutomotive Customers Applied to Air Conditioning Supports by Combining GPA andPLS Regression