Data Science Training Workshops

社會科學系 Experiential Learning Data Science Training Workshops

SPSS Workshop 1 : Basic interface and the steps of data entry

 

Video clip

Presenter: Dr Stephen Chan
Materials: Questionnaire 1    Questionnaire 2     Questionnaire 3    QuestionnaireTemplate 

SPSS Workshop 2 : (i) Compute variables; (ii) Use basic syntax; (iii) Obtain measures of central tendency; and (iv) Generate graphical descriptive data

Video clip

Presenter: Dr Stephen Chan
Materials: SPSS FILLED (n=30) 

SPSS Workshop 3 : (i) Chi square; (ii) T test; (iii) ANOVA

 

(i) Chi square

 

(ii) T test

 

(iii) ANOVA

Presenter : Dr Amy Cheung
Materials : Data
(The workshop have used the dataset survey.sav from: http://spss.allenandunwin.com.s3-website-ap-southeast-2.amazonaws.com/data-files.html#.YBUMWFj-thE. Please access for the code book and datafile.)

 

SPSS Workshop 4 : (i) paired sample t-test; (ii) Repeated measures ANOVA

 

Video Clip

Presenter : Dr Amy Cheung
Materials : Data
(Note: The computers at Main Campus C0413 are installed with Stata. Individuals may also visit https://www.stata.com/customer-service/short-term-license/ for a short-term Stata license.)

STATA Workshop 1 : (i)Descriptive statistics ; (ii) Data management

 

Video clip (Descriptive statistics)

Video clip (Data Management)

Presenter: Dr Grand Cheng
Materials: Handout   Code   Data
(Note: The computers at Main Campus C0413 are installed with Stata. Individuals may also visit https://www.stata.com/customer-service/short-term-license/ for a short-term Stata license.)

STATA Workshop 2 : (i) Cross-tabulation; (ii) Chi-square test; (iii) T tests

 

Video clip

Presenter: Dr Grand Cheng
Materials:  Handout  Code  Data1  Data2
(Note: The computers at Main Campus C0413 are installed with Stata. Individuals may also visit https://www.stata.com/customer-service/short-term-license/ for a short-term Stata license.)

STATA Workshop 3: (i) ANOVA ; (ii) Correlation and Simple regression

 

(i) ANOVA

 

(ii) Correlation and Simple regression

Presenter: Dr Grand Cheng
Materials:  Handout  Code  Data1  Data2  Data3
(Note: The computers at Main Campus C0413 are installed with Stata. Individuals may also visit https://www.stata.com/customer-service/short-term-license/ for a short-term Stata license.)

A step-by-step guide for regression and factor analysis

Presenter: Dr Cheung Ho Yin
Reference:
1: Learning Statistics with Jamovi: https://www.learnstatswithjamovi.com
2: Guidelines for Quantitative Data Analysis in SPSS and Jamovi: https://bit.ly/data-analysis-guidelines