Social Sciences

Case Study: JMP058* Modeling Online Shopping PerceptionsApply measurement and structural models to survey responses from online shoppers to build and evaluate competing models.
Case Study: JMP057 Exploratory Factor Analysis of Trust in Online SellersApply exploratory factor analysis to uncover latent factor structure in an online shopping questionnaire.
Case Study: JMP053 Cluster Analysis in the Public SectorUse PCA and Clustering techniques to segment the demographic data.
Case Study: JMP031* Boston HousingBuild a variety of prediction models (multiple regression, partition tree, and a neural network) to determine the one that performs the best at predicting house prices based upon various characteristics of the house and its location.
Case Study: JMP027 Titanic PassengersUse the passenger data related to the sinking of the RMS Titanic ship to explore some questions of interest about survival rates for the Titanic. For example, were there some key characteristics of the survivors? Were some passenger groups more likely to survive than others? Can we accurately predict survival?
Case Study: JMP013 Per Capita IncomeUse data from the World Factbook to explore wealth disparities between different regions of the world and identify those with the highest and lowest wealth.
Case Study: JMP010 Subliminal MessagesDetermine whether subliminal messages were effective in increasing math test scores, and if so, by how much.
Case Study: JMP008 SiblingsUse data from a survey of students to perform exploratory data analysis and to evaluate the performance of different approaches to a statistical analysis.
Case Study: JMP007 Treatment FacilityDetermine what effect a reengineering effort had on the incidence of behavioral problems and turnover at a treatment facility for teenagers.

* This case study requires JMP Pro or JMP Student Edition.