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WGU Applied-Probability-and-Statistics Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Probability Concepts | 20% | - Discrete and continuous probability distributions - Probability rules, independent and dependent events - Normal distribution and empirical rule - Conditional probability and Venn diagrams |
| Topic 2: Correlation & Regression | 20% | - Interpreting slope, intercept, and R-squared - Simple linear regression models - Correlation coefficient and interpretation - Predictions and limitations of regression |
| Topic 3: Basic Numeracy & Algebra | 15% | - Linear equations, inequalities, graphing functions - Exponents, roots, and basic formulas - Arithmetic operations, fractions, decimals, percentages |
| Topic 4: Descriptive Statistics | 25% | - Graphical displays: histograms, boxplots, scatterplots - Measures of center: mean, median, mode - Measures of spread: range, IQR, variance, standard deviation - Types of data: categorical, discrete, continuous |
| Topic 5: Inferential Statistics & Study Design | 20% | - Confidence intervals for means/proportions - Hypothesis testing framework and interpretation - Sampling methods and bias - Observational studies vs experiments |
WGU Applied Probability and Statistics (FZO1 C955) Sample Questions:
1. A team of scientists wants to understand the relationship between smoking and lung cancer. They collect data from 1,000 individuals, recording their smoking habits and whether they have been diagnosed with lung cancer. The scientists then analyze the data to find any correlations.
Is this study observational or experimental?
A) Experimental, because the researchers are testing the effects of smoking on lung cancer.
B) Observational, because the study involves a large sample size.
C) Observational, because the researchers are collecting data without manipulating any variables.
D) Experimental, because the researchers are analyzing the data to find correlations.
2. The table shows the results of a survey of favorite movie genres.
What is the probability of selecting an action and then a comedy respondent if the selection is replaced?
A) 12.5%
B) 75%
C) 10.5%
D) 68%
3. In a standard normal distribution, z-score for the mean = ?
A) 0
B) Cannot determine
C) #1
D) 1
4. Probability cannot be:
A) 0
B) Negative
C) Between 0-1
D) 1
5. Variance of Poisson # = 5 = ?
A) 0
B) 5
C) 1
D) 4
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: B |
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