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Predictive Analytics (Advanced Statistical Process Control (SPC)…
Predictive Analytics
Advanced Statistical
Process Control (SPC)
Rational Sub-Groupings
X-bar & s Charts
ImR/XmR Charts
np Charts
u Charts
Run Charts
Control Chart Selection
X-bar & Range Charts
c Charts
p Charts
Design of
Experiments (DoE)
Design Principles
Case Study
Overview
Two-Level Fractional Experiment
Fractional Factorial Design
Review
DOE Graphs & Plots
Full Factional Experiment
One-Factor Design
Non-Parametric Statistics
Kruskal-Wallis Test
Friedman's Test
Mann-Whitney Wilcoxon Test
Kolmogorov-Smirnox Two Sample Test
Wilcoxon Signed Rank Test
Sign Test
Speaman Rank-Order Correlation Coefficient
Exploratory
Data Analysis
Interval of Confidence Correlation
Regression
Correlation
Residual Analysis
Correlation Clustering
Advanced Hypothesis Testing
Analysis of Variance (ANOVA)
Tests for Independence
Tests for Means Variances & Proportions
Matched Pairs t-Test
Chi-Squared Goodness of Fit Tests
Course Start
Course Orientation
Learning Plan
Curriculum Map
Welcome Letter
Multivariate Analysis
Factor Analysis
Discriminant Analysis
Multiple Analysis of Variance (MANOVA)
Multiple Regression
Course End
75-Question 2-Hour Exam
Survey
Next Steps
Probability
Conditional Probability
Bayes Theorem
Contingency Tables
Descriptive vs. Inferential Statistics
Forecasting