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WGU Applied-Probability-and-Statistics Exam Syllabus Topics:

SectionObjectives
Topic 1: Regression and Correlation- Relationship analysis
  • 1. Correlation coefficient interpretation
    • 2. Simple linear regression basics
      Topic 2: Probability- Fundamental probability concepts
      • 1. Conditional probability and independence
        • 2. Events and sample spaces
          - Probability rules
          • 1. Bayes’ theorem (introductory level)
            • 2. Addition and multiplication rules
              Topic 3: Probability Distributions- Continuous distributions
              • 1. Standard normal and z-scores
                • 2. Normal distribution
                  - Discrete distributions
                  • 1. Poisson distribution (introductory use cases)
                    • 2. Binomial distribution
                      Topic 4: Descriptive Statistics- Data summarization
                      • 1. Measures of central tendency (mean, median, mode)
                        • 2. Measures of variability (range, variance, standard deviation)
                          - Data visualization
                          • 1. Histograms and frequency distributions
                            • 2. Box plots and interpretation
                              Topic 5: Statistical Inference- Hypothesis testing
                              • 1. Null and alternative hypotheses
                                • 2. t-tests and z-tests (basic application)
                                  - Estimation
                                  • 1. Confidence intervals for means and proportions

                                    WGU Applied Probability and Statistics (FZO1 C955) Sample Questions:

                                    1. Sample correlation r = 0 #

                                    A) Perfect correlation
                                    B) No linear relationship
                                    C) Strong positive
                                    D) Strong negative


                                    2. Poisson distribution mean = ?

                                    A) 0
                                    B) #
                                    C) 1
                                    D) Variance


                                    3. Type II error occurs when:

                                    A) Null accepted when false
                                    B) Data error
                                    C) Null rejected when true
                                    D) Correct decision


                                    4. Correlation coefficient r = #0.9 indicates:

                                    A) No relationship
                                    B) Strong negative linear relationship
                                    C) Weak negative
                                    D) Strong positive


                                    5. What is the product of 0.6 and 0.25?

                                    A) .18
                                    B) .20
                                    C) .22
                                    D) .15


                                    Solutions:

                                    Question # 1
                                    Answer: B
                                    Question # 2
                                    Answer: B
                                    Question # 3
                                    Answer: A
                                    Question # 4
                                    Answer: B
                                    Question # 5
                                    Answer: D

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