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SASInstitute A00-910

A00-910

Exam Code: A00-910

Exam Name: Statistical Thinking for Industrial Problem Solving

Updated: Aug 20, 2026

Q & A: 0 Questions and Answers

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SASInstitute A00-910 Exam Syllabus Topics:

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