Undergraduate Certificate in Inferential Statistics and Quality Control
-- ViewingNowThe Undergraduate Certificate in Inferential Statistics and Quality Control is a crucial course designed to equip learners with essential skills in statistical analysis and quality control. This program focuses on the application of statistical methods to analyze data and make informed decisions, a skill highly sought after in various industries.
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โข Introduction to Inferential Statistics: Basic concepts, population and sample, probability, sampling distributions, confidence intervals
โข Descriptive Statistics: Measures of central tendency and dispersion, data visualization
โข Hypothesis Testing: Types of errors, p-values, hypothesis testing procedures for means and proportions
โข Regression Analysis: Simple and multiple linear regression, least squares method, model selection, residual analysis
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, randomized block designs
โข Chi-Square Tests: Goodness of fit, contingency tables
โข Nonparametric Tests: Wilcoxon rank-sum test, Kruskal-Wallis test, sign test
โข Quality Control: Introduction to quality control, control charts, process capability analysis
โข Statistical Process Control (SPC): Implementing SPC, using control charts to monitor processes, capability analysis
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