PSY 3213L Lecture Notes - Lecture 13: Null Hypothesis, Statistical Hypothesis Testing, Confidence Interval
Document Summary
Factorial desging with two or more independent variables has been used. Systematic variance deviation of the groups means from grand mean respective group means: calculating effect size, cohen"s d- effect size estimate used when comparing two means, confidence intervals. Signifcance level: researchers traditionally used a . 05 or a . 01 significance level in the decision to reject the null hypothesis. Specifies the probability of a type i error if the null hypothesis is rejected: significance level chosen and the consequences of a type i or a type ii error are determined by the use of the results. Smaller effect sizes require larger samples to be significant at the . 05 level: higher desired power demands a greater sample size, researchers usually strive power between . 7-. 9 to determine sample size. Importance of replications: scientists attach little importance to the results of a single study, detailed understanding requires numerous studies examining same variables, researchers look at the results of studies that replicate previous investigations.