Run Statistical Tests in SPSS

SPSS (Statistical Package for the Social Sciences) is an excellent software to execute statistical tests. Both descriptive and inferential statistics can be generated with a few clicks using this software. It is also a good tool to practice different examples for a given statistical test to gain a wider understanding of the significance of the test.

Numerous resources are available on the web that can get you started in using SPSS. One web resource that I like the most is Laerd Statistics. The website offers step-by-step instructions for running most of the tests with an easy-to-understand example for each test. Some of the features are available on subscription and you can get 1 month, 3 months, or 6 months’ access to all the resources available on the website. Nonetheless, there is enough guidance available even if you don’t have any account with the website.

Below, I am listing some of the resources available free of cost on the website. If I find a better and relevant link even from the other site for the same test, I will include it as well.

Choosing a statistical test

https://www.graphpad.com/support/faqid/1790

Chi-Square Test for Association using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/chi-square-test-for-association-using-spss-statistics.php

Chi-Square Goodness-of-Fit Test in SPSS Statistics

https://statistics.laerd.com/spss-tutorials/chi-square-goodness-of-fit-test-in-spss-statistics.php

One-Sample T-Test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/one-sample-t-test-using-spss-statistics.php

Independent t-test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/independent-t-test-using-spss-statistics.php

Mann-Whitney U Test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/mann-whitney-u-test-using-spss-statistics.php

Dependent T-Test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/dependent-t-test-using-spss-statistics.php

Sign Test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/sign-test-using-spss-statistics.php

Wilcoxon Signed-Rank Test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/wilcoxon-signed-rank-test-using-spss-statistics.php

McNemar’s test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/mcnemars-test-using-spss-statistics.php

Cochran’s Q test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/cochrans-q-test-in-spss-statistics.php

Pearson’s Product-Moment Correlation using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/pearsons-product-moment-correlation-using-spss-statistics.php

Spearman’s Rank-Order Correlation using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/spearmans-rank-order-correlation-using-spss-statistics.php

Partial Correlation using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/partial-correlation-using-spss-statistics.php

Kendall’s Tau-b using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/kendalls-tau-b-using-spss-statistics.php

One-way ANOVA in SPSS Statistics

https://statistics.laerd.com/spss-tutorials/one-way-anova-using-spss-statistics.php

ANOVA with Repeated Measures using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/one-way-anova-repeated-measures-using-spss-statistics.php

Two-way ANOVA in SPSS Statistics

https://statistics.laerd.com/spss-tutorials/two-way-anova-using-spss-statistics.php

Two-way repeated measures ANOVA using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/two-way-repeated-measures-anova-using-spss-statistics.php

Three-way ANOVA in SPSS Statistics

https://statistics.laerd.com/spss-tutorials/three-way-anova-using-spss-statistics.php

Mixed ANOVA using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/mixed-anova-using-spss-statistics.php

One-way ANCOVA in SPSS Statistics

https://statistics.laerd.com/spss-tutorials/ancova-using-spss-statistics.php

Two-way ANCOVA in SPSS Statistics

https://statistics.laerd.com/spss-tutorials/two-way-ancova-using-spss-statistics.php

Linear Regression Analysis using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/linear-regression-using-spss-statistics.php

Multiple Regression Analysis using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/multiple-regression-using-spss-statistics.php

Poisson Regression Analysis using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/poisson-regression-using-spss-statistics.php

Binomial Logistic Regression using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/binomial-logistic-regression-using-spss-statistics.php

Multinomial Logistic Regression using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/multinomial-logistic-regression-using-spss-statistics.php

Principal Components Analysis (PCA) using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/principal-components-analysis-pca-using-spss-statistics.php

Moderator Analysis with a Dichotomous Moderator using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/dichotomous-moderator-analysis-using-spss-statistics.php

Cronbach’s Alpha (α) using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/cronbachs-alpha-using-spss-statistics.php

Goodman and Kruskal’s gamma using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/goodman-and-kruskals-gamma-using-spss-statistics.php

Jonckheere-Terpstra test using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/jonckheere-terpstra-test-using-spss-statistics.php

Testing for Normality using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/testing-for-normality-using-spss-statistics.php

Somers’ d using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/somers-d-using-spss-statistics.php

Creating a Bar Chart using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/bar-chart-using-spss-statistics.php

Creating a Clustered Bar Chart using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/clustered-bar-chart-using-spss-statistics.php

A Simple Scatterplot using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/scatterplot-using-spss-statistics.php

Recoding Variables in SPSS Statistics

https://statistics.laerd.com/spss-tutorials/recoding-variables-in-spss-statistics.php

Get the output to include value labels for responses that have a frequency of zero

https://www.ibm.com/support/pages/when-running-frequencies-spss-statistics-there-way-get-output-include-value-labels-responses-have-frequency-zero-0

How do I calculate a new variable based on values of other variables

https://www.ibm.com/support/pages/how-do-i-calculate-new-variable-based-values-other-variables

Selecting cases and filtering data in SPSS

https://www.youtube.com/watch?v=K-5L3TU1Uj0

SYSMIS, $SYSMIS, and SYSMIS() in SPSS

https://www.ibm.com/support/pages/sysmis-sysmis-and-sysmis-spss

How do I have SPSS show the names of variables in tables in the output?

https://stats.oarc.ucla.edu/spss/icu/customizing-spss

Estimating a Population Mean

https://cosmosweb.champlain.edu/people/stevens/WebTech/SPSS/Chap7-SPSS.pdf

t-statistic Calculator

https://www.omnicalculator.com/statistics/t-statistic

t-Distribution Table

https://www.tutorialspoint.com/statistics/t_distribution_table.htm

Binomial test and 95% confidence interval (CI) using SPSS Statistics

https://statistics.laerd.com/spss-tutorials/one-sample-t-test-using-spss-statistics.php

https://www.quora.com/For-percentage-data-which-statistical-significance-test-should-I-use

Statistics Formulas

https://www.anderson1.org/cms/lib04/SC01000609/Centricity/Domain/1375/elementary-statistics-a-step-by-step-approach-8th-ed.pdf

Sample Size Calculator

https://www.calculator.net/sample-size-calculator.html

Degrees of Freedom Calculator

https://www.omnicalculator.com/statistics/degrees-of-freedom

ANOVA Formulas

https://goodcalculators.com/one-way-anova-calculator/

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