Certificate in Statistical Analysis for Construction
-- ViewingNowThe Certificate in Statistical Analysis for Construction is a comprehensive course designed to equip learners with essential statistical analysis skills tailored for the construction industry. This course is critical for professionals seeking to make data-driven decisions and drive efficiency in their construction projects.
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โข Basic Statistics: Descriptive statistics, probability theory, and distributions
โข Data Analysis for Construction: Data collection methods, data cleaning, and data preprocessing
โข Inferential Statistics: Hypothesis testing, confidence intervals, and statistical significance
โข Regression Analysis: Simple and multiple linear regression, model selection, and diagnostics
โข Design of Experiments (DOE): Factorial designs, randomized block designs, and response surface methods
โข Time Series Analysis: Autoregressive (AR), moving average (MA), and ARIMA models
โข Quality Control Charts: Control charts for variables and attributes, and process capability analysis
โข Survival Analysis: Reliability analysis, hazard functions, and life data analysis
โข Multivariate Analysis: Principal component analysis, factor analysis, and cluster analysis
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