SASInstitute Statistical Thinking for Industrial Problem Solving : A00-910

A00-910
  • Exam Code: A00-910
  • Exam Name: Statistical Thinking for Industrial Problem Solving
  • Updated: Sep 06, 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. Logistic regression
          • 3. Correlation analysis
            Topic 3: Quality Methods20%- Statistical process control and quality analysis
            • 1. Control charts (SPC)
              • 2. Measurement System Analysis (MSA)
                • 3. Process capability analysis
                  Topic 4: Design of Experiments10%- Experimental design principles
                  • 1. DOE vs OFAT
                    • 2. Best practices in experimentation
                      • 3. Experiment design and analysis
                        Topic 5: Decision Making with Data15%- Statistical inference
                        • 1. Sample size determination
                          • 2. Confidence intervals
                            • 3. Hypothesis testing
                              Topic 6: Statistical Thinking and Problem Solving10%- Problem definition and process mapping
                              • 1. Process mapping and SIPOC
                                • 2. Define statistical thinking
                                  • 3. Root cause identification and data collection
                                    Topic 7: Exploratory Data Analysis20%- Descriptive and graphical analysis
                                    • 1. Data visualization and exploration
                                      • 2. Descriptive statistics
                                        • 3. Data preparation and reporting

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