Advanced Data Analysis from an Elementary Point of View
Cosma Rohilla Shalizi
A very extensive treatment of modern statistical data analysis, covering regression, smoothing, causal inference, time series, and simulation, all worked through in R. Nearly 900 pages built from a Carnegie Mellon course.
Loading the book...
Keep reading
-
Next in this topic
Introduction to Qualitative Research MethodsA clear guide to collecting and analyzing qualitative data, covering interviews, focus groups, ethnography, and archival work, with dedicated chapters on coding, memoing, and building themes from transcripts.
Verified PDF · Secure download - Social Data Analysis
A textbook that treats qualitative and quantitative analysis as two halves of the same craft, covering coding and content analysis alongside descriptive statistics and significance testing. Uses real social science datasets throughout.
Verified PDF · Secure download - Scientific Inquiry in Social Work
A thorough research methods textbook with extensive coverage of qualitative design and analysis, including sampling, interviewing, coding transcripts, and reporting findings. Also covers quantitative measurement and survey design for mixed methods work.
Verified PDF · Secure download - Data Analysis in the Psychological Sciences: A Practical Applied Multimedia Approach
A practical companion for analyzing psychology research data, moving from describing distributions to running and interpreting t tests, ANOVA, and correlations. Each unit pairs the concept with the steps to carry it out in R.
Verified PDF · Secure download - Introduction to Data Analysis Handbook
A step by step handbook that walks through the full data analysis cycle, from planning what to collect to interpreting and reporting results. Written for program staff with no statistics background, it uses plain language and worksheets at every stage.
Verified PDF · Secure download
