For those looking for quantitative analysis options here are vetted video and website resources for you to use. Most videos have been created by Courtney Donovan who has supplemental materials available too. If you would like more information just contact the SEHD Research Center!
Multivariate Techniques
How-to’s with Difference Testing
- MV: Difference-focused tests video https://youtu.be/7CUsI_4aWU8
- Two sample t tests lecture: https://www.youtube.com/watch?v=I9k33Qe-nLc
- Independent samples t test example: https://www.youtube.com/watch?v=8B6YCTxzMk4
- Independent samples t test in excel: https://www.youtube.com/watch?v=mOllmBn1cTk
- Independent samples t test in SPSS: https://statistics.laerd.com/spss-tutorials/independent-t-test-using-spss-statistics.php
- ANOVA (part 1): https://www.youtube.com/watch?v=hO3y66c8RkE
- ANOVA (part 2): https://www.youtube.com/watch?v=2P9l-75_ae8
- ANOVA SS total calculations (Khan academy): https://khanacademy.org/math/statistics-probability/analysis-of-variance-anova-library/analysis-of-variance-anova/v/anova-1-calculating-sst-total-sum-of-squares Tabs to next videos discuss Between & Within analysis too
- One-way ANOVA in SPSS: https://www.youtube.com/watch?v=s9Z3Ep6zUXQ
- One-way ANOVA SPSS output: https://www.youtube.com/watch?v=GSHFR9N-la8
- One-way ANOVA in excel: https://www.youtube.com/watch?v=bjM3yexciXM
- Post hoc tests: https://www.youtube.com/watch?v=0nEaniVtzZ4
- Factorial ANOVA: https://www.youtube.com/watch?v=ohW98oADVgQ
- Factorial ANOVA in SPSS: https://www.youtube.com/watch?v=aup5gfR_6x8
- Post hoc with Factorial ANOVA: https://www.youtube.com/watch?v=pHd5b8qCWDM
- Simple Effects in SPSS (not mine) https://www.youtube.com/watch?v=4iorZ7UAzxQ
- Repeated Measures https://statistics.laerd.com/spss-tutorials/one-way-anova-repeated-measures-using-spss-statistics.php
- Mixed ANOVA https://statistics.laerd.com/spss-tutorials/mixed-anova-using-spss-statistics.php
- MANOVA https://statistics.laerd.com/spss-tutorials/one-way-manova-using-spss-statistics.php
- ANCOVA https://statistics.laerd.com/spss-tutorials/ancova-using-spss-statistics.php
- Profile Analysis http://www.statisticssolutions.com/conduct-interpret-profile-analysis/ and http://www.claudiaflowers.net/rsch8140/profile_analysis.htm
- Trend Analysis http://jonathantemplin.com/files/anova/ersh8310f07/ersh8310f07_07.pdf
How-to’s with Relationship Testing
- MV: Relationship-focused tests video https://youtu.be/1RZdb34lDQA
- Correlation: https://www.youtube.com/watch?v=k-w03mpH1n0
- Correlation in Excel: https://www.youtube.com/watch?v=mp-0T1YJQ0U&feature=youtu.be&hd=1
- Correlation in SPSS: https://www.youtube.com/watch?v=skDgQ6KwoPo&feature=youtu.be&hd=1&noredirect=1
- Simple regression overview: https://www.youtube.com/watch?v=S3Evxf626g0
- Regression assumptions: https://www.youtube.com/watch?v=pxvErKTNm9w
- Violating regression assumptions: https://www.youtube.com/watch?v=gcMyqK4YlNI
- Simple regression in excel: https://www.youtube.com/watch?v=4uLEe_vIzdw
- Multiple regression lecture: https://www.youtube.com/watch?v=Tfoap95eq_M
- Multiple regression in excel: https://www.youtube.com/watch?v=YrTXvFxHmyQ
- Multiple regression in SPSS: https://www.youtube.com/watch?v=crjBJQ9frX4&feature=youtu.be&hd=1
- Problem solving multiple regression decisions: https://www.youtube.com/watch?v=eP1fxZ1h4_I
- Differing Correlation https://www.psychometrica.de/correlation.html
- Canonical Correlation https://www.statisticssolutions.com/canonical-correlation/
- Logistic Regression https://statistics.laerd.com/spss-tutorials/binomial-logistic-regression-using-spss-statistics.php
- Note: for HLM or SEM details you really need to take the class! (REM offers SEM in Summer 2017 and HLM in Fall 2018)