81. Genetics A Punnett square is a diagram that shows all possible gene combinations in a cross of parents whose genes are known. When two pink snapdragon flowers (RW) are crossed, there are four equally likely possible outcomes for the genetic makeup of the offspring: red (RR), pink (RW), pink (WR), and white (WW), as shown in the Punnett square at the left. When two pink snapdragons are crossed, what is the probability that the offspring will be (c) white?
Table of contents
- 1. Intro to Stats and Collecting Data55m
- 2. Describing Data with Tables and Graphs1h 55m
- 3. Describing Data Numerically1h 45m
- 4. Probability2h 16m
- 5. Binomial Distribution & Discrete Random Variables2h 33m
- 6. Normal Distribution and Continuous Random Variables1h 38m
- 7. Sampling Distributions & Confidence Intervals: Mean1h 53m
- 8. Sampling Distributions & Confidence Intervals: Proportion1h 12m
- 9. Hypothesis Testing for One Sample2h 19m
- 10. Hypothesis Testing for Two Samples3h 22m
- 11. Correlation1h 6m
- 12. Regression1h 4m
- 13. Chi-Square Tests & Goodness of Fit1h 20m
- 14. ANOVA1h 0m
4. Probability
Basic Concepts of Probability
Problem 3.RE.8
Textbook Question
In Exercises 7-12, classify the statement as an example of classical probability, empirical probability, or subjective probability. Explain your reasoning.
8. The probability of randomly selecting five cards of the same suit from a standard deck of 52 playing cards is about 0.002.

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Step 1: Understand the three types of probability classifications: Classical probability is based on theoretical reasoning and assumes equally likely outcomes. Empirical probability is based on observed data or experiments. Subjective probability is based on personal judgment or opinion.
Step 2: Analyze the given statement. The problem mentions the probability of randomly selecting five cards of the same suit from a standard deck of 52 playing cards, which is calculated as approximately 0.002.
Step 3: Determine the method used to calculate this probability. Since the probability is derived from theoretical calculations based on the rules of card combinations and the structure of a standard deck, it aligns with classical probability.
Step 4: Explain the reasoning. Classical probability applies here because the calculation is based on the assumption of equally likely outcomes (all cards in the deck have an equal chance of being selected) and uses combinatorial mathematics to determine the likelihood.
Step 5: Conclude the classification. The statement is an example of classical probability because it relies on theoretical principles rather than experimental data or personal judgment.

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Key Concepts
Here are the essential concepts you must grasp in order to answer the question correctly.
Classical Probability
Classical probability is based on the assumption that all outcomes in a sample space are equally likely. It is calculated by taking the number of favorable outcomes and dividing it by the total number of possible outcomes. For example, when drawing cards from a deck, the probability of drawing a specific suit can be determined by the ratio of the number of cards in that suit to the total number of cards.
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Empirical Probability
Empirical probability, also known as experimental probability, is derived from actual experiments or historical data rather than theoretical calculations. It is calculated by observing the frequency of an event occurring in a series of trials and dividing it by the total number of trials. This type of probability is useful when theoretical models are difficult to apply or when real-world data is available.
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Subjective Probability
Subjective probability is based on personal judgment, intuition, or experience rather than on exact calculations or empirical data. It reflects an individual's belief about the likelihood of an event occurring, which can vary from person to person. This type of probability is often used in situations where there is little data available, and decisions must be made based on personal insights or expert opinions.
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