High School — Statistics and Probability
Standards for Mathematical Practice
- 1.
Make sense of problems and persevere in solving them.CCSS.Math.Practice.MP1
- 2.
Reason abstractly and quantitatively.CCSS.Math.Practice.MP2
- 3.
Construct viable arguments and critique the reasoning of others.CCSS.Math.Practice.MP3
- 4.
Model with mathematics.CCSS.Math.Practice.MP4
- 5.
Use appropriate tools strategically.CCSS.Math.Practice.MP5
- 6.
Attend to precision.CCSS.Math.Practice.MP6
- 7.
Look for and make use of structure.CCSS.Math.Practice.MP7
- 8.
Look for and express regularity in repeated reasoning.CCSS.Math.Practice.MP8
Interpreting Categorical and Quantitative Data
- A.
Summarize, represent, and interpret data on a single count or measurement variableCCSS.Math.Content.HSS-ID.A
- 1.
Represent data with plots on the real number line (dot plots, histograms, and box plots).CCSS.Math.Content.HSS-ID.A.1
- 2.
Use statistics appropriate to the shape of the data distribution to compare center (median, mean) and spread (interquartile range, standard deviation) of two or more different data sets.CCSS.Math.Content.HSS-ID.A.2
- 3.
Interpret differences in shape, center, and spread in the context of the data sets, accounting for possible effects of extreme data points (outliers).CCSS.Math.Content.HSS-ID.A.3
- 4.
Use the mean and standard deviation of a data set to fit it to a normal distribution and to estimate population percentages. Recognize that there are data sets for which such a procedure is not appropriate. Use calculators, spreadsheets, and tables to estimate areas under the normal curve.CCSS.Math.Content.HSS-ID.A.4
- 1.
- B.
Summarize, represent, and interpret data on two categorical and quantitative variablesCCSS.Math.Content.HSS-ID.B
- 5.
Summarize categorical data for two categories in two-way frequency tables. Interpret relative frequencies in the context of the data (including joint, marginal, and conditional relative frequencies). Recognize possible associations and trends in the data.CCSS.Math.Content.HSS-ID.B.5
- 6.
Represent data on two quantitative variables on a scatter plot, and describe how the variables are related.CCSS.Math.Content.HSS-ID.B.6
- a.
Fit a function to the data; use functions fitted to data to solve problems in the context of the data.CCSS.Math.Content.HSS-ID.B.6a
- b.
Informally assess the fit of a function by plotting and analyzing residuals.CCSS.Math.Content.HSS-ID.B.6b
- c.
Fit a linear function for a scatter plot that suggests a linear association.CCSS.Math.Content.HSS-ID.B.6c
- a.
- 5.
- C.
Interpret linear modelsCCSS.Math.Content.HSS-ID.C
- 7.
Interpret the slope (rate of change) and the intercept (constant term) of a linear model in the context of the data.CCSS.Math.Content.HSS-ID.C.7
- 8.
Compute (using technology) and interpret the correlation coefficient of a linear fit.CCSS.Math.Content.HSS-ID.C.8
- 9.
Distinguish between correlation and causation.CCSS.Math.Content.HSS-ID.C.9
- 7.
Making Inferences and Justifying Conclusions
- A.
Understand and evaluate random processes underlying statistical experimentsCCSS.Math.Content.HSS-IC.A
- 1.
Understand statistics as a process for making inferences about population parameters based on a random sample from that population.CCSS.Math.Content.HSS-IC.A.1
- 2.
Decide if a specified model is consistent with results from a given data-generating process, e.g., using simulation.CCSS.Math.Content.HSS-IC.A.2
- 1.
- B.
Make inferences and justify conclusions from sample surveys, experiments, and observational studiesCCSS.Math.Content.HSS-IC.B
- 3.
Recognize the purposes of and differences among sample surveys, experiments, and observational studies; explain how randomization relates to each.CCSS.Math.Content.HSS-IC.B.3
- 4.
Use data from a sample survey to estimate a population mean or proportion; develop a margin of error through the use of simulation models for random sampling.CCSS.Math.Content.HSS-IC.B.4
- 5.
Use data from a randomized experiment to compare two treatments; use simulations to decide if differences between parameters are significant.CCSS.Math.Content.HSS-IC.B.5
- 6.
Evaluate reports based on data.CCSS.Math.Content.HSS-IC.B.6
- 3.
Conditional Probability and the Rules of Probability
- A.
Understand independence and conditional probability and use them to interpret dataCCSS.Math.Content.HSS-CP.A
- 1.
Describe events as subsets of a sample space (the set of outcomes) using characteristics (or categories) of the outcomes, or as unions, intersections, or complements of other events ("or," "and," "not").CCSS.Math.Content.HSS-CP.A.1
- 2.
Understand that two events A and B are independent if the probability of A and B occurring together is the product of their probabilities, and use this characterization to determine if they are independent.CCSS.Math.Content.HSS-CP.A.2
- 3.
Understand the conditional probability of A given B as P(A and B)/P(B), and interpret independence of A and B as saying that the conditional probability of A given B is the same as the probability of A, and the conditional probability of B given A is the same as the probability of B.CCSS.Math.Content.HSS-CP.A.3
- 4.
Construct and interpret two-way frequency tables of data when two categories are associated with each object being classified. Use the two-way table as a sample space to decide if events are independent and to approximate conditional probabilities.CCSS.Math.Content.HSS-CP.A.4
- 5.
Recognize and explain the concepts of conditional probability and independence in everyday language and everyday situations.CCSS.Math.Content.HSS-CP.A.5
- 1.
- B.
Use the rules of probability to compute probabilities of compound events in a uniform probability modelCCSS.Math.Content.HSS-CP.B
- 6.
Find the conditional probability of A given B as the fraction of B's outcomes that also belong to A, and interpret the answer in terms of the model.CCSS.Math.Content.HSS-CP.B.6
- 7.
Apply the Addition Rule, P(A or B) = P(A) + P(B) - P(A and B), and interpret the answer in terms of the model.CCSS.Math.Content.HSS-CP.B.7
- 8.
(+) Apply the general Multiplication Rule in a uniform probability model, P(A and B) = P(A)P(B|A) = P(B)P(A|B), and interpret the answer in terms of the model.CCSS.Math.Content.HSS-CP.B.8
- 9.
(+) Use permutations and combinations to compute probabilities of compound events and solve problems.CCSS.Math.Content.HSS-CP.B.9
- 6.
Using Probability to Make Decisions
- A.
Calculate expected values and use them to solve problemsCCSS.Math.Content.HSS-MD.A
- 1.
(+) Define a random variable for a quantity of interest by assigning a numerical value to each event in a sample space; graph the corresponding probability distribution using the same graphical displays as for data distributions.CCSS.Math.Content.HSS-MD.A.1
- 2.
(+) Calculate the expected value of a random variable; interpret it as the mean of the probability distribution.CCSS.Math.Content.HSS-MD.A.2
- 3.
(+) Develop a probability distribution for a random variable defined for a sample space in which theoretical probabilities can be calculated; find the expected value.CCSS.Math.Content.HSS-MD.A.3
- 4.
(+) Develop a probability distribution for a random variable defined for a sample space in which probabilities are assigned empirically; find the expected value.CCSS.Math.Content.HSS-MD.A.4
- 1.
- B.
Use probability to evaluate outcomes of decisionsCCSS.Math.Content.HSS-MD.B
- 5.
(+) Weigh the possible outcomes of a decision by assigning probabilities to payoff values and finding expected values.CCSS.Math.Content.HSS-MD.B.5
- a.
Find the expected payoff for a game of chance.CCSS.Math.Content.HSS-MD.B.5a
- b.
Evaluate and compare strategies on the basis of expected values.CCSS.Math.Content.HSS-MD.B.5b
- a.
- 6.
(+) Use probabilities to make fair decisions (e.g., drawing by lots, using a random number generator).CCSS.Math.Content.HSS-MD.B.6
- 7.
(+) Analyze decisions and strategies using probability concepts (e.g., product testing, medical testing, pulling a hockey goalie at the end of a game).CCSS.Math.Content.HSS-MD.B.7
- 5.
Frequently asked questions
- What grade levels do these standards cover?
- Grade 9, Grade 10, Grade 11, and Grade 12
- When were these standards adopted?
- 2010
- Where can I read the official document?
- Common Core State Standards for Mathematics
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