Undergraduate Certificate in Statistics for Engineering Design
-- ViewingNowThe Undergraduate Certificate in Statistics for Engineering Design is a crucial course that bridges the gap between engineering and statistics. This program meets the growing industry demand for engineering professionals with a strong foundation in statistical analysis, data interpretation, and predictive modeling.
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โข Descriptive Statistics: Measures of central tendency, dispersion, and shape; data visualization using graphs and charts.
โข Probability Theory: Events, probability axioms, conditional probability, and Bayes' theorem.
โข Discrete and Continuous Random Variables: Probability distributions, including uniform, normal, exponential, Poisson, and binomial.
โข Sampling Distributions and Estimation: Sampling distributions, point and interval estimation, confidence intervals.
โข Hypothesis Testing: Hypothesis testing concepts, t-tests, ANOVA, chi-square tests.
โข Linear Regression: Simple and multiple linear regression, model selection, and diagnostics.
โข Design of Experiments: Factorial designs, randomized block designs, and analysis of variance.
โข Time Series Analysis: Autoregressive, moving average, and ARIMA models.
โข Multivariate Analysis: Principal component analysis, cluster analysis, and discriminant analysis.
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