Analysis Resources

Resource
Number
Title/SubjectAuthorSourceAccessed
1A Researchers Guide to Cross-Tabulation AnalysisNo author Listed. QualtricsJuly 9, 2018.
2An Example of Chi-Square Test for a Multinomial Experiment.Taylor, Courtney. ThoughtCo. July 8, 2018.
3An Introduction to T-Test Theory for SurveysNo author Listed. QualtricsJuly 9, 2018.
4An Overview of Qualitative Research Methods.Crossman, Ashley.  ThoughtCo. July 9, 2018.
5Analysis of Variance (ANOVA).Crossman, Ashley.  ThoughtCo. July 9, 2018.
6Big Data, How to Detect Relationships Between Categorical VariablesNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
7Chi-Square Goodness of Fit Test.Taylor, Courtney.  ThoughtCo. July 8, 2018.
8Degrees of Freedom for Independence of Variables in Two-Way Table.Taylor, Courtney.  ThoughtCo. July 8, 2018.
9Design of Experiments: ScienceNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
10Designing an Experiment, Power AnalysisNo author Listed.Statisticasoftware.wordpress.comJanuary 21, 2021.
11Example of a Chi-Square Goodness of Fit Test.Taylor, Courtney.  ThoughtCo. July 8, 2018.
12Example of an ANOVA Calculation.Taylor, Courtney.  ThoughtCo. July 9, 2018.
13Examples of Z-score Calculations.Taylor, Courtney.  ThoughtCo. July 8, 2018.
14How to Analyze Data with Low Quality or Small Samples, Nonparametric StatisticsNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
15How To Analyze Simple Two-Way and Multi-Way Table, Correspondence AnalysisNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
16How to Choose Bin Sizes in Statistics.No author Listed. Statistics How ToJuly 10, 2018.
17Independent Samples T Test (Unpaired Samples): Definition, Running No author Listed. Statistics How ToFebruary 18, 2019.
18Introduction to Boosting Trees for Regression and ClassificationNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
19Log-Linear Analysis of Frequency TablesNo author Listed.Statisticasoftware.wordpress.comJanuary 21, 2021.
20Machine LearningNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
21Maximum Likelihood Estimation Examples.Taylor, Courtney.  ThoughtCo. July 8, 2018.
22Model Extremely Complex Functions, Neural NetworksNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
23Multidimensional ScalingNo author Listed.Statisticasoftware.wordpress.comJanuary 21, 2021.
24Multivariate Adaptive Regression Splines (MARSplines)No author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
25Paired Data in Statistics.Taylor, Courtney.  ThoughtCo. July 8, 2018.
26Parametric and Nonparametric Methods in Statistics.Taylor, Courtney.  ThoughtCo. July 8, 2018.
27Partial Least Squares (PLS)No author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
28Popular Decision Tree: CHAID Analysis, Automatic Interaction Detection No author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
29Popular Decision Tree: Classification and Regression Trees (C&RT)No author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
30Popular Statistical Analysis for Market Research SurveysNo author Listed. QualtricsJuly 9, 2018.
31Principal Components and Factor Analysis.rossman, Ashley.  ThoughtCo. July 9, 2018.
32Process AnalysisNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
33Pros and Cons of Secondary Data Analysis.Crossman, Ashley.  ThoughtCo. July 9, 2018.
34Qualitative Data Definition and Examples.Taylor, Courtney.  ThoughtCo. July 9, 2018.
35Regression to the Mean: Definition, ExamplesNo author Listed. Statistics How ToJuly 10, 2018.
36Reliability and Item AnalysisNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
37Scales Used in Research.Crossman, Ashley.  ThoughtCo. July 9, 2018.
38Structural Equation ModelingNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
39Survival/Failure Time AnalysisNo author Listed. Statisticasoftware.wordpress.comJanuary 21, 2021.
40Text Mining (Big Data, Unstructured Data)No author Listed.Statisticasoftware.wordpress.comJanuary 21, 2021.
41The Difference Between Extrapolation and Interpolation.Taylor, Courtney.  ThoughtCo. July 8, 2018.
42The Differences Between Explanatory and Response Variables.Taylor, Courtney.  ThoughtCo. July 8, 2018.
43The Differences Between Indexes and Scales.Crossman, Ashley.  ThoughtCo. July 9, 2018.
44The Formula for Chi-Square Statistic.Taylor, Courtney.  ThoughtCo. July 8, 2018.
45The Formula for Expected Value.Taylor, Courtney.  ThoughtCo. July 8, 2018.
46The Levels of Measurement in Statistics.Taylor, Courtney.  ThoughtCo.July 9, 2018.
47Unbiased and Biased Estimators.Taylor, Courtney.  ThoughtCo. July 9, 2018.
48Understanding Levels and Scales of Measurement.Crossman, Ashley.  ThoughtCo. July 9, 2018.
49What Are Moments in Statistics?Taylor, Courtney.  ThoughtCo. July 8, 2018.
50What Cluster Analysis Is and How You Can Use It in Research.Crossman, Ashley.  ThoughtCo. July 9, 2018.
51What Is a Population in Statistics?Taylor, Courtney.  ThoughtCo. July 9, 2018.
52What Is a Two-Way Table of Categorical Variables?Taylor, Courtney.  ThoughtCo. July 8, 2018.
53What Is ANOVA?Taylor, Courtney.  ThoughtCo. July 9, 2018.
54What is Data Mining (Predictive Analytics, Big Data)No author Listed. OracleJanuary 19, 2021.
55What is Quality Control and Quality Control Charts?No author Listed.Statisticasoftware.wordpress.comJanuary 21, 2021.
56What Is Robustness in Statistics?Taylor, Courtney.  ThoughtCo. July 9, 2018.
57What Is the 5 Number Summary?Taylor, Courtney.  ThoughtCo. July 8, 2018.
58What Is the Difference Between Alpha and P-Values?Taylor, Courtney.  ThoughtCo. July 8, 2018.
59What Is the Difference Between Independent and Dependent Variables?Helmenstine, Todd.  ThoughtCo. July 8, 2018.
60What Level of Alpha Determines Statistical Significance?Taylor, Courtney.  ThoughtCo. July 8, 2018.

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