Mathematics Standards
Building upon knowledge and skills gained in preceding grades,
by the end of Grade 8, students will:
Standard 4.4

(Data Analysis, Probability, and Discrete Mathematics) All students will develop spatial sense and the ability to use geometric properties, relationships, and measurement to model, describe and analyze phenomena.

Standard 4.4.8.A Data Analysis
Standard 4.4.8.A.1
Select and use appropriate representations for sets of data, and measures of central tendency (mean, median, and mode).
· Type of display most appropriate for given data
· Box-and-whisker plot, upper quartile, lower quartile
· Scatter plot
· Calculators and computer used to record and process information
· Finding the median and mean (weighted average) using frequency data.
· Effect of additional data on measures of central tendency
Standard 4.4.8.A.2

Make inferences and formulate and evaluate arguments based on displays and analysis of data.

Standard 4.4.8.A.3
Estimate lines of best fit and use them to interpolate within the range of the data.
Standard 4.4.8.A.4
Use surveys and sampling techniques to generate data and draw conclusions about large groups.
Standard 4.4.8.B  Probability
Standard 4.4.8.B.1
Interpret probabilities as ratios, percents, and decimals.
Standard 4.4.8.B.2
Determine probabilities of compound events.
Standard 4.4.8.B.3
Explore the probabilities of conditional events (e.g., if there are seven marbles in a bag, three red and four green, what is the probability that two marbles picked from the bag, without replacement, are both red).
Standard 4.4.8.B.4
Model situations involving probability with simulations (using spinners, dice, calculators and computers) and theoretical models.
· Frequency, relative frequency
Standard 4.4.8.B.5
Estimate probabilities and make predictions based on experimental and theoretical probabilities.
Standard 4.4.8.B.6
Play and analyze probability-based games, and discuss the concepts of fairness and expected value.
Standard 4.4.8.C  Discrete Mathematics-Systematic Listing and Counting
Standard 4.4.8.C.1
Apply the multiplication principle of counting.· Permutations: ordered situations with replacement (e.g., number of possible license plates) vs. ordered situations without replacement (e.g., number of possible slates of 3 class officers from a 23 student class)
· Factorial notation
· Concept of combinations (e.g., number of possible delegations of 3 out of 23 students)
Standard 4.4.8.C.2
Explore counting problems involving Venn diagrams with three attributes (e.g., there are 15, 20, and 25 students respectively in the chess club, the debating team, and the engineering society; how many different students belong to the three clubs if there are 6 students in chess and debating, 7 students in chess and engineering, 8 students in debating and engineering, and 2 students in all three?).
Standard 4.4.8.C.3
Apply techniques of systematic listing, counting, and reasoning in a variety of different contexts.
Standard 4.4.8.D  Discrete Mathematics–Vertex-Edge Graphs and Algorithms
Standard 4.4.8.D.1
Use vertex-edge graphs and algorithmic thinking to represent and find solutions to practical problems.
· Finding the shortest network connecting specified sites
· Finding a minimal route that includes every street (e.g., for trash pick-up)
· Finding the shortest route on a map from one site to another
· Finding the shortest circuit on a map that makes a tour of specified sites
· Limitations of computers (e.g., the number of routes for a delivery truck visiting n sites is n!, so finding the shortest circuit by examining all circuits would overwhelm the capacity of any computer, now or in the future, even if n is less than 100)
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