RMHI PSYC30013 H1 (88) Subject Guide/Revision

Description

Comprehensive notes for all content relevant to the assignment and final exam for Research Methods for Human Inquiry PSYC30013. I used this document to collate, organise and revise my knowledge of the subject in my own words. It contains detailed instructions on R code application +what each statistical test is and how/when to use it. Using only this document I scored 98% on the assignment and an 88 overall in the subject. Includes: Basics of R (L2, L3 & L4) - Operators, Functions, Variables, Vectors, Packages and Measurement Advanced R (L5, L6, L7, L8) - Tables, Pipes, Grouping, Filter & Arranging, Selecting & Mutating, Pivoting Wider & Longer, Grammar of Graphics and Geoms Statistical Theory (L9 & L10) - Probability, Distributions, Sampling Distributions, Central Limit Theorem, Null Hypothesis Testing and Statistical Decision Making Chi-Squared Test (L11 & L12) - Goodness of Fit and Test of Independence T-Tests (L13 & L14) - One Sample T-test, Independent Samples T-test, Paired Samples T-test and Assumptions ANOVA (L15 & L16) - One-way ANOVA and Two-way ANOVA Regression (L17 & L18) - Correlation and Linear Regression Psychological Assessment (L18, L19, L20) - Principles & Applications of Reliability, Validity Criteria in Psychological Assessment and Practical Impacts of Validity