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

SectionObjectives
Statistical Inference- Hypothesis Testing (Introductory Level)
  • 1. Null vs alternative hypothesis
    • 2. p-values interpretation
      - Estimation and Confidence Intervals
      • 1. Point estimates
        • 2. Confidence interval interpretation
          Probability Theory- Fundamental Probability Concepts
          • 1. Basic probability rules
            • 2. Independent vs dependent events
              • 3. Conditional probability
                - Probability Distributions
                • 1. Normal distribution
                  • 2. Binomial distribution basics
                    Regression and Modeling- Linear Relationships
                    • 1. Simple linear regression
                      • 2. Slope and intercept interpretation
                        Descriptive Statistics- Single Variable Data Analysis
                        • 1. Measures of dispersion (variance, standard deviation, range)
                          • 2. Data visualization (histograms, box plots)
                            • 3. Measures of central tendency (mean, median, mode)
                              - Two Variable Data Analysis
                              • 1. Scatter plots interpretation
                                • 2. Outliers and relationships
                                  • 3. Correlation

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

                                    1. Probability of exactly 1 head in 2 coin flips = ?

                                    A) 3/4
                                    B) 1
                                    C) 1/4
                                    D) 1/2


                                    2. Histogram is best for:

                                    A) Continuous numerical data frequency
                                    B) Categorical data
                                    C) Scatterplots
                                    D) Boxplots


                                    3. Binomial distribution parameters = ?

                                    A) None
                                    B) #
                                    C) # and #
                                    D) n, trials; p, success probability


                                    4. Probability of rolling an odd number on a die:

                                    A) 1/6
                                    B) 1/3
                                    C) 1/2
                                    D) 2/3


                                    5. Standard error decreases when:

                                    A) Sample size increases
                                    B) SD increases
                                    C) Confidence decreases
                                    D) Decreases


                                    Solutions:

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

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