Confounding Books
Author: Michael de Smith
School: University of Ibadan
Department: Science and Technology
Course Code: STA231, STA322, STA351, STA415
Topics: Statistical Analysis, statistical data, statistical method, sampling, sample size, data preparation, data cleaning, missing data, data errors, statistical error, probability theory, odds, risk, frequentist probability theory, Bayesian probability theory, probability distribution, statistical modelling, computational statistics, inference, bias, confounding, hypothesis testing, statistical significance, confidence intervals, Non-parametric analysis, descriptive statistics, measures of central tendency, statistical indices, key functions, matrix, data transformation, data standardization, Box-cox, power transforms, Freeman-turkey transform, log transform, exponential transforms, logit transform, Normal transform, Z-transform, data exploration, graphic, visualization, exploratory data analysis, randomness, randomization, random numbers, random permutations, correlation, autocorrelation, probability distributions, eestimations, estimators, Maximum likelihood estimation, Bayesian estimation, z-test, T-test, variance test, contigency tables, randomized block designs, factorial designs, Analysis of variance, Analysis of covariance, ANOVA, MANOVA, ANCOVA, regression, smoothing, time series analysis
Author: Mark Woodward
School: University of Ibadan
Department: Science and Technology
Course Code: STA351
Topics: Epidemiology, Assessing risk factors, risk, relative risk, analytical procedures, Confounding, interaction, Cohort studies, Case–control studies, Intervention studies, Sample size determination, Modelling quantitative outcome variables, Modelling binary outcome data, modelling, Modelling follow-up data, Meta-analysis, risk scores, clinical decision rules, Computer-intensive methods
Author: AI Alarape
School: University of Ibadan
Department: Administration, Social and Management science
Course Code: PSY209
Topics: Experimental Psychology, rational method, scientific method, Psychological Experimentation, Hypothesis Development, hypothesis Testing, Confounding Variables, Extraneous Variables, Experimental Control, Research Designs
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