Undergraduate Certificate in Business Psychology Statistical Methods
-- ViewingNowThe Undergraduate Certificate in Business Psychology Statistical Methods is a powerful course that equips learners with essential skills in statistical analysis and its application in business psychology. This course is vital in today's data-driven world, where businesses rely heavily on data to make informed decisions.
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โข Descriptive Statistics: Measures of central tendency, variability, and distribution shape; data visualization using graphs and charts.
โข Inferential Statistics: Hypothesis testing, confidence intervals, and statistical significance; p-values and Type I/II errors.
โข Probability Theory: Concepts of probability, conditional probability, and Bayes' theorem; probability distributions.
โข Correlation and Regression Analysis: Pearson's correlation coefficient, simple and multiple linear regression, and residual analysis.
โข Experimental Design: Control groups, randomization, and confounding variables; between-subjects and within-subjects designs.
โข Sampling Methods: Probability and non-probability sampling techniques; sampling bias and sample size estimation.
โข Factorial Analysis of Variance (ANOVA): One-way and two-way ANOVA; factorial designs and interactions.
โข Multivariate Analysis: Principal component analysis, factor analysis, and cluster analysis; applications in business psychology.
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