Site Map for jeromyanglim.blogspot.com
STATISTICS, R, SPSS, RESEARCH DESIGN
- Getting Started: General advice on statistics for a thesis; Statistics lecture notes;
- R: Learning R; Blogs on R; Abbreviations of R commands; R in Australia; StatET; Tips for StatET; Upgrade procedure; R and Excel; Efficient variable selection in R; Memory Management in R; Optimising Code in R; Analysis of Winter Olympic Medals in R; Regular expressions in R; videos on R; winter olympics medals analysis video;
- SPSS:Efficient variable selection;
- Preliminaries: Normality and transformations; Independence of observations;
- Scales: Scale construction; Scale construction for psychological tests; Computing Ability Scales; Checking for accuracy; Multiple choice tests; Scoring a multiple choice test in SPSS;
- Mediation: Getting Started; Issues with causal inference;
- Correlations: Two independent correlations; Formatting a correlation matrix; Adjusting for reliability; Tetrachoric correlations; Confidence intervals; Significance tests; Difference Scores; confidence intervals on correlations; General correlation resources
- Repeated Measures: Longitudinal data; Data structuring for repeated measures experiments;
- Dyadic Data: Data management; Basic analyses;
- Basic Analyses: Basic procedure for observational study; Introduction to Modelling;
- ANOVA: Follow up tests;
- Regression: Variable importance in multiple regression; Multinomial logistic regression; Generalised estimating equations; Model building; Logistic Regression; Nonlinear regression for multiple participants
- Factor Analysis: Item parcelling; Factor analysis and scale construction; Factor analysis in R;
- Data Mining: Data mining and R
- SEM: SEM in R; SEM resources;
- Bayesian Statistics: Introduction to JAGS;
- Assorted: Bootstrapping in R; Discriminant function analysis; Problems with cluster analysis; Ordinal variables; Meta Analysis; canonical correlation
- Results: Tables R to Word; Grammar of tables; Data sharing and literate programming; Table of item descriptives;
- Maths: Free mathematics video courses; Free online mathematics books; Symbol pronunciation; Matrix Algebra in R; Reading mathematics; mathematical statistics videos
- Research Design: Carryover effects; Causal Inference; Depth interviews; Designing online experiments; G-power 3 power analysis
WRITING PSYCHOLOGY RESEARCH, LATEX, BLOGGING
- LaTeX and Sweave Choosing a BibTeX key; Endnote to BibTeX; MS Word to LaTeX APA style references in LaTeX TeXnicCenter Customisations; Getting started with beamer; simple beamer template; LaTeX and Mathematics
- Sweave, R Markdown, Reproducible Analysis: Sweave, R, LaTeX, Eclipse, StatET; makefiles for sweave; Sweave tutorial 1 tutorial 2, tutorial 3; R Workflow talk; Video of talk; R Markdown example; Getting started with R Markdown; Sweave LaTeX to knitr LaTeX; Sweave LaTeX to knitr R Markdown; Video of talk on knitr and R Markdown
- Markdown: Getting started with markdown; Beamer presnetations using pandoc
- Version control: Introduction to Git and Eclipse
- Writing Psychological Research: How to write Introduction; Literature Reviews; How to write predictions and hypotheses; Quality Codes; Learning to write research; Pen and paper; Writing tips for psychology results; How to write a method;
- Endnote Importing from Google Scholar; Exporting from Google Scholar;
- Blogging: Setting up blog on Blogger; How to subscribe; Introduction to Twitter; Blogs that I follow; Formatting code in a blog post; Customising Blogger template; RSS Replacement
- Question and Answer Sites: Recommended Q&A sites; How to ask me a statistics question;
- Psychology Q&A Site
MY RESEARCH
- List of my publications
- Social Network Analysis: SNA in R; Introduction to SNA
- Organisational Psychology: Measurement issues; Careers in I/O
- Opinion Pieces: Selecting university students; Child Spanking and IQ; Focus groups and public opinion; Newspaper reporting of IQ; Causality in facebook syphilis research
ASSORTED
- Inquisit: Sample Script of Reaction Time Task; how to process Inquisit raw data
- Teaching Statistics: Teaching with R; Writing practice questions; My orientation to statistics consulting; My teaching resources; Writing Practice Questions;
- Computers: bookmarklets; Command line programs; Recovering Corrupt Excel Files; Transition to Linux
- Miscellaneous: First post; Photos from my office; More Photos; Problems with high resolution laptops;
Posts after 27th April 2013 are not listed above.
