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SASInstitute A00-910

A00-910

Exam Code: A00-910

Exam Name: Statistical Thinking for Industrial Problem Solving

Updated: Aug 26, 2026

Q & A: 0 Questions and Answers

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SASInstitute A00-910 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Predictive Modeling and Text Mining5%- Predictive modeling fundamentals
  • 1. Explanatory vs predictive modeling
    • 2. Model validation and interpretation
      Topic 2: Correlation and Regression20%- Relationship modeling
      • 1. Simple and multiple linear regression
        • 2. Correlation analysis
          • 3. Logistic regression
            Topic 3: Quality Methods20%- Statistical process control and quality analysis
            • 1. Control charts (SPC)
              • 2. Process capability analysis
                • 3. Measurement System Analysis (MSA)
                  Topic 4: Decision Making with Data15%- Statistical inference
                  • 1. Sample size determination
                    • 2. Hypothesis testing
                      • 3. Confidence intervals
                        Topic 5: Statistical Thinking and Problem Solving10%- Problem definition and process mapping
                        • 1. Root cause identification and data collection
                          • 2. Process mapping and SIPOC
                            • 3. Define statistical thinking
                              Topic 6: Design of Experiments10%- Experimental design principles
                              • 1. Experiment design and analysis
                                • 2. DOE vs OFAT
                                  • 3. Best practices in experimentation
                                    Topic 7: Exploratory Data Analysis20%- Descriptive and graphical analysis
                                    • 1. Descriptive statistics
                                      • 2. Data visualization and exploration
                                        • 3. Data preparation and reporting

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