Undergraduate Certificate in Regression Analysis for Public Sector
-- ViewingNowThe Undergraduate Certificate in Regression Analysis for Public Sector is a comprehensive course designed to equip learners with essential skills in data analysis and statistical modeling. This course is crucial in today's data-driven world, where organizations rely heavily on data to make informed decisions.
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โข Introduction to Regression Analysis: Basic concepts, linear regression, correlation analysis, simple and multiple regression models
โข Data Analysis for Public Sector: Data collection methods, data preprocessing, data exploration, data visualization
โข Multiple Linear Regression: Assumptions, hypothesis testing, regression diagnostics, model selection, interaction terms
โข Logistic Regression: Binary outcomes, odds ratios, logit functions, maximum likelihood estimation
โข Time Series Analysis: Autoregressive, moving average, ARIMA models, seasonality, trend analysis
โข Panel Data Analysis: Pooled regression, fixed effects, random effects, generalized method of moments
โข Regression Applications in Public Sector: Policy evaluation, performance measurement, budget analysis, public finance
โข Regression Analysis with Software Tools: R, SAS, Stata, Python, data manipulation, statistical modeling
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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