Analysis Resources

Resource
Number
Title/SubjectAuthorSource
1A Researchers Guide to Cross-Tabulation AnalysisNo author Listed. Qualtrics
2An Example of Chi-Square Test for a Multinomial Experiment.Taylor, Courtney. ThoughtCo. 
3An Introduction to T-Test Theory for SurveysNo author Listed. Qualtrics
4An Overview of Qualitative Research Methods.Crossman, Ashley.  ThoughtCo. 
5Analysis of Variance (ANOVA).Crossman, Ashley.  ThoughtCo. 
6Big Data, How to Detect Relationships Between Categorical VariablesNo author Listed. Statisticasoftware.wordpress.com
7Chi-Square Goodness of Fit Test.Taylor, Courtney.  ThoughtCo. 
8Degrees of Freedom for Independence of Variables in Two-Way Table.Taylor, Courtney.  ThoughtCo. 
9Design of Experiments: ScienceNo author Listed. Statisticasoftware.wordpress.com
10Designing an Experiment, Power AnalysisNo author Listed.Statisticasoftware.wordpress.com
11Example of a Chi-Square Goodness of Fit Test.Taylor, Courtney.  ThoughtCo. 
12Example of an ANOVA Calculation.Taylor, Courtney.  ThoughtCo. 
13Examples of Z-score Calculations.Taylor, Courtney.  ThoughtCo. 
14How to Analyze Data with Low Quality or Small Samples, Nonparametric StatisticsNo author Listed. Statisticasoftware.wordpress.com
15How To Analyze Simple Two-Way and Multi-Way Table, Correspondence AnalysisNo author Listed. Statisticasoftware.wordpress.com
16How to Choose Bin Sizes in Statistics.No author Listed. Statistics How To
17Independent Samples T Test (Unpaired Samples): Definition, Running No author Listed. Statistics How To
18Introduction to Boosting Trees for Regression and ClassificationNo author Listed. Statisticasoftware.wordpress.com
19Log-Linear Analysis of Frequency TablesNo author Listed.Statisticasoftware.wordpress.com
20Machine LearningNo author Listed. Statisticasoftware.wordpress.com
21Maximum Likelihood Estimation Examples.Taylor, Courtney.  ThoughtCo. 
22Model Extremely Complex Functions, Neural NetworksNo author Listed. Statisticasoftware.wordpress.com
23Multidimensional ScalingNo author Listed.Statisticasoftware.wordpress.com
24Multivariate Adaptive Regression Splines (MARSplines)No author Listed. Statisticasoftware.wordpress.com
25Paired Data in Statistics.Taylor, Courtney.  ThoughtCo. 
26Parametric and Nonparametric Methods in Statistics.Taylor, Courtney.  ThoughtCo. 
27Partial Least Squares (PLS)No author Listed. Statisticasoftware.wordpress.com
28Popular Decision Tree: CHAID Analysis, Automatic Interaction Detection No author Listed. Statisticasoftware.wordpress.com
29Popular Decision Tree: Classification and Regression Trees (C&RT)No author Listed. Statisticasoftware.wordpress.com
30Popular Statistical Analysis for Market Research SurveysNo author Listed. Qualtrics
31Principal Components and Factor Analysis.rossman, Ashley.  ThoughtCo. 
32Process AnalysisNo author Listed. Statisticasoftware.wordpress.com
33Pros and Cons of Secondary Data Analysis.Crossman, Ashley.  ThoughtCo. 
34Qualitative Data Definition and Examples.Taylor, Courtney.  ThoughtCo. 
35Regression to the Mean: Definition, ExamplesNo author Listed. Statistics How To
36Reliability and Item AnalysisNo author Listed. Statisticasoftware.wordpress.com
37Scales Used in Research.Crossman, Ashley.  ThoughtCo. 
38Structural Equation ModelingNo author Listed. Statisticasoftware.wordpress.com
39Survival/Failure Time AnalysisNo author Listed. Statisticasoftware.wordpress.com
40Text Mining (Big Data, Unstructured Data)No author Listed.Statisticasoftware.wordpress.com
41The Difference Between Extrapolation and Interpolation.Taylor, Courtney.  ThoughtCo. 
42The Differences Between Explanatory and Response Variables.Taylor, Courtney.  ThoughtCo. 
43The Differences Between Indexes and Scales.Crossman, Ashley.  ThoughtCo. 
44The Formula for Chi-Square Statistic.Taylor, Courtney.  ThoughtCo. 
45The Formula for Expected Value.Taylor, Courtney.  ThoughtCo. 
46The Levels of Measurement in Statistics.Taylor, Courtney.  ThoughtCo.
47Unbiased and Biased Estimators.Taylor, Courtney.  ThoughtCo. 
48Understanding Levels and Scales of Measurement.Crossman, Ashley.  ThoughtCo. 
49What Are Moments in Statistics?Taylor, Courtney.  ThoughtCo. 
50What Cluster Analysis Is and How You Can Use It in Research.Crossman, Ashley.  ThoughtCo. 
51What Is a Population in Statistics?Taylor, Courtney.  ThoughtCo. 
52What Is a Two-Way Table of Categorical Variables?Taylor, Courtney.  ThoughtCo. 
53What Is ANOVA?Taylor, Courtney.  ThoughtCo. 
54What is Data Mining (Predictive Analytics, Big Data)No author Listed. Oracle
55What is Quality Control and Quality Control Charts?No author Listed.Statisticasoftware.wordpress.com
56What Is Robustness in Statistics?Taylor, Courtney.  ThoughtCo. 
57What Is the 5 Number Summary?Taylor, Courtney.  ThoughtCo. 
58What Is the Difference Between Alpha and P-Values?Taylor, Courtney.  ThoughtCo. 
59What Is the Difference Between Independent and Dependent Variables?Helmenstine, Todd.  ThoughtCo. 
60What Level of Alpha Determines Statistical Significance?Taylor, Courtney.  ThoughtCo. 

Compiled by Dr. Wil Stanton, Professor of Marketing and Director of Analytics, Center for Innovation and Analytics