Bachelor of Science in Statistics Active
Course Units 10
Capstone Project
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Choosing a Capstone Project Topic
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Conducting Literature Review for Capstone Project
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Creating Visual Aids and Presentations
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Data Collection and Analysis Methods
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Developing a Capstone Project Proposal
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Final Presentation and Defense
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Peer Review and Feedback
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Writing the Capstone Project Report
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Experimental Design
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Experimental Design Applications
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Experimental Design Case Studies
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Experimental Design Ethics
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Experimental Design Validity
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Introduction to Experimental Design
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Randomization and Control in Experiments
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Sampling Techniques in Experimental Design
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Statistical Analysis in Experimental Design
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Types of Experimental Designs
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Variables in Experimental Design
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Introduction To Statistics
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Correlation and Regression Analysis
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Data Visualization
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Descriptive Statistics
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Inferential Statistics
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Overview of Statistics
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Practical Applications of Statistics
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Probability Distributions
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Probability Theory
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Sampling Methods
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Statistical Inference
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Multivariate Analysis
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Canonical Correlation Analysis
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Cluster Analysis
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Discriminant Analysis
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Factor Analysis
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Introduction to Multivariate Analysis
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Multivariate Analysis of Variance (MANOVA)
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Multivariate Data Types
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Multivariate Data Visualization
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Multivariate Normal Distribution
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Principal Component Analysis (PCA)
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Probability Theory
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Applications of Probability Theory
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Bayes' Theorem
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Central Limit Theorem
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Combinatorics and Probability
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Conditional Probability
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Expected Value and Variance
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Hypothesis Testing
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Introduction to Probability Theory
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Probability Distributions
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Regression Analysis
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Assumptions of Regression Analysis
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Interaction Effects in Regression
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Introduction to Regression Analysis
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Model Evaluation and Selection
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Multicollinearity and its Effects
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Multiple Linear Regression
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Polynomial Regression
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Practical Applications of Regression Analysis
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Residual Analysis
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Simple Linear Regression
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