Faculty Research Collection

Data Analysis Resources

 

• An Introduction to Data Analysis: Quantitative, Qualitative and Mixed Methods.  Bergin,  Tiffany

North Stacks   QA276.4 .B47 2018    
 

• An Introduction to Statistics and Data Analysis Using Stata.  Daniels,  Lisa

Second Floor    HA32 .D37 2020    
 

• Applied Regression: An Introduction.  Lewis-Beck,  Michael S.

Second Floor    HA31.3 .L48 2016    
 

• Applied Statistics Using Stata.  Mehmetoglu,   
   
• Beginning data science in R : data analysis, visualization, and modelling for the data scientist.   
  Mailund, ​Thomas. 
  • North Stacks   QA276.45. R3M355 2017   
     

• Bioinformatics Data Skills:  Reproducible and Robust Tools with Open Source Tools.  Buffalo,   
   

• Data Analysis for the Social Sciences: Integrating Theory and Practice.  Bors, Douglas Alexander

Second Floor  H62 .B61725 2018     

• Data Science.  Kelleher,    
   

• Data Science from Scratch: First Principles.  Grus,    
   

• Doing Academic Research: A Practical Guide to Research Methods and Analysis.  Gournelos,    
   

• How to Use SPSS: A Step by Step Guide to Analysis and Interpretation.  Cronk,   
   
• How qualitative data analysis happens : moving beyond "themes emerged".

Second Floor. H62 .H655 2019    
 

• IBM SPSS Statistics 25 Step by Step:  A Guide and Reference.  George,  

Second Floor   HA32. G458S67 2020  

• Introduction to Correlation and Regression.  Martin,    
   

• Introduction to Mediation, Moderation and Conditional Process Analysis.  Hayes,  Andrew F.   
   

• Practical Statistics for Data Scientists: 50 Essential Concepts.  Bruce,    
   

• Principles and Practice of Structural Equation Modeling.  Kline,    
   

• Propensity Score Analysis: Statistical Methods and Applications (Advanced Quantitative   
  Techniques in the Social Sciences Book 11.  Guo,  Rex

Second Floor  HA29 .G91775 2015    
 

• Python Data Science Handbook: Essential Tools for Working with Data.  VanderPlas,    
   

• R in Action: Data Analysis and Graphics with R.  Kabacoff

North Stacks   QA276.45. R3K33 2015 

• R Markdown: The Definitive Guide.  Xie,    
   

• Reproducible Research with R and R Studio.  Gandrud,    
   
• Research Methods for Reading Digital Data in the Digital Humanities   
   

• SPSS Demystified: A Simple Guide and Reference.  Yockey,    
   

• Statistical Inference for Engineers and Data Scientists.  Moulin,    
   

• Statistics for Research in Psychology: A Modern Approach Using Estimation.  Gurnsey,  

Second Floor    BF39 .G867 2018   
 

• Structural Equation Modeling: A Second Course.  Hancock,