1.Decision Tree for selecting statistical Procedures

Ritchey, F. (2007). The Statistical Imagination:  Elementary Statistics for the Social Sciences. McGraw-Hill Education. Retrieved from https://book.douban.com/subject/2891895/

cover the statistical imagination

Decision Tree for selecting statistical Procedures

 

2.Levels of Measurement and Statistical Test

Levels of Measurement and Choosing the Correct Statistical Test

http://web.pdx.edu/~newsomj/uvclass/ho_levels.pdf

Level of measurement and Statistical test

 

 


 3. Online tools for selecting statistical procedures

Statistical Analysis Decision Tree. (n.d.). Retrieved November 10, 2019, from Statistics Solutions website: https://www.statisticssolutions.com/choosing-your-statistical-analysis/
https://www.statisticssolutions.com/how-decision-trees-can-help-you-select-the-appropriate-statistical-analysis/
 
logo statistics solutions

 Neal Van Eck.(2014). The Decision Tree for Statistics. Retrieved November 10, 2019, from : https://www.microsiris.com/Statistical%20Decision%20Tree/

 



 4. Other resources
 
Parab, S., & Bhalerao, S. (2010). Choosing Statistical Test. International Journal of Ayurveda Research, 1(3), 187–191. https://doi.org/10.4103/0974-7788.72494
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2996580/
 
Statistics – Understanding the Levels of Measurement. (n.d.). Retrieved November 10, 2019, from KDnuggets website: https://www.kdnuggets.com/statistics-–-understanding-the-levels-of-measurement.html/
 
statswithcats. (2010, August 28). The Right Tool for the Job. Retrieved November 10, 2019, from Stats With Cats Blog website: https://statswithcats.wordpress.com/2010/08/27/the-right-tool-for-the-job/
https://statswithcats.files.wordpress.com/2010/08/selection-methods-8-21-2010.png
 
 
Burrus, S. (2016, October 11). Selecting the Right Statistical Analysis Tool for Your Research. Retrieved November 10, 2019, from https://research.phoenix.edu/blog/selecting-right-statistical-analysis-tool-your-research
 
 
Dias2010b 1
 
 

 

http://www.simonqueenborough.info/R/intro/index.html

http://www.simonqueenborough.info/R/statistics/which-test.html

 

 

https://stats.idre.ucla.edu/other/mult-pkg/whatstat/

Number of Dependent VariablesNature of Independent VariablesNature of Dependent Variable(s)*Test(s)How to SASHow to StataHow to SPSSHow to R
10 IVs (1 population) interval & normal one-sample t-test SAS Stata SPSS R
ordinal or interval one-sample median SAS Stata SPSS R
categorical (2 categories) binomial test SAS Stata SPSS R
categorical Chi-square goodness-of-fit SAS Stata SPSS R
1 IV with 2 levels (independent groups) interval & normal 2 independent sample t-test SAS Stata SPSS R
ordinal or interval Wilcoxon-Mann Whitney test SAS Stata SPSS R
categorical Chi-square test SAS Stata SPSS R
Fisher’s exact test SAS Stata SPSS R
1 IV with 2 or more levels (independent groups) interval & normal one-way ANOVA SAS Stata SPSS R
ordinal or interval Kruskal Wallis SAS Stata SPSS R
categorical Chi-square test SAS Stata SPSS R
1 IV with 2 levels (dependent/matched groups) interval & normal paired t-test SAS Stata SPSS R
ordinal or interval Wilcoxon signed ranks test SAS Stata SPSS R
categorical McNemar SAS Stata SPSS R
1 IV with 2 or more levels (dependent/matched groups) interval & normal one-way repeated measures ANOVA SAS Stata SPSS R
ordinal or interval Friedman test SAS Stata SPSS R
categorical (2 categories) repeated measures logistic regression SAS Stata SPSS R
2 or more IVs (independent groups) interval & normal factorial ANOVA SAS Stata SPSS R
ordinal or interval ordered logistic regression SAS Stata SPSS R
categorical (2 categories) factorial logistic regression SAS Stata SPSS R
1 interval IV interval & normal correlation SAS Stata SPSS R
interval & normal simple linear regression SAS Stata SPSS R
ordinal or interval non-parametric correlation SAS Stata SPSS R
categorical simple logistic regression SAS Stata SPSS R
1 or more interval IVs and/or 1 or more categorical IVsinterval & normal multiple regression SAS Stata SPSS R
analysis of covariance SAS Stata SPSS R
categorical multiple logistic regression SAS Stata SPSS R
discriminant analysis SAS Stata SPSS R
2+1 IV with 2 or more levels (independent groups) interval & normal one-way MANOVA SAS Stata SPSS R
2+ interval & normal multivariate multiple linear regression SAS Stata SPSS R
0 interval & normal factor analysis SAS Stata SPSS R
2 sets of 2+0 interval & normal canonical correlation SAS Stata SPSS R