Math Midterm Study Guide
Unit 0: Basics of Statistics and Data Representation
Z Score
- A measure of how far a data point is from the mean, expressed in standard deviations.
- Formula: Z = (X - mean) / standard deviation
- Interpretation:
- Z > 0: Data point is above the mean.
- Z < 0: Data point is below the mean.
Mean and Standard Deviation
- Mean: The average of a data set.
- Formula: Mean = (Sum of all values) / (Number of values)
- Standard Deviation: A measure of how spread out the data points are around the mean.
Skewed Data
- Right-Skewed (Positive): Mean > Median, tail on the right.
- Left-Skewed (Negative): Mean < Median, tail on the left.
Marginal Frequency Tables
- Summarize frequencies of two categorical variables.
- Marginal frequencies are the row and column totals in the table.
Unit 1: Linear Functions and Systems
Interval Notation
- Closed Interval: Includes the endpoints, written as [a, b].
- Open Interval: Excludes the endpoints, written as (a, b).
- Example:
- x ≥ 2: [2, ∞)
- 0 < x < 3: (0, 3)
- Equation: y = mx + b
- m: slope (rise/run)
- b: y-intercept (value of y when x = 0)
Equations Passing Through Points
- Find the slope: m = (y2 - y1) / (x2 - x1)
- Use point-slope form: y - y1 = m(x - x1)
- Horizontal shift: f(x-h) shifts right by h.
- Vertical shift: f(x) + k shifts up by k.
- Reflection over the x-axis: -f(x).
- Reflection over the y-axis: f(-x).
- Stretch/Compress: Multiply f(x) by a value greater or less than 1.
Function Types
- Linear: y = mx + b
- Quadratic: y = ax² + bx + c
- Absolute Value: y = a|x-h| + k
Solving Systems of Equations
- Substitution: Solve one equation for one variable and substitute into the other.
- Elimination: Add or subtract equations to eliminate a variable.
- Graphing: Plot both equations and find their intersection point.
Scatter Plots
- Analyze the relationship between two variables.
- Identify positive, negative, or no correlation.
- Parent functions can be shifted, stretched, compressed, or reflected.
- Example:
- Horizontal shift: f(x-h)
- Vertical shift: f(x) + k
- Reflection: -f(x)
Domain and Range
- Domain: All possible x-values.
- Range: All possible y-values.
Vertex and Axis of Symmetry
- Vertex: The turning point of a parabola.
- Formula for x: -b / (2a)
- Plug x into the equation to find the y-coordinate.
- Axis of Symmetry: The vertical line that passes through the vertex.
Match Equation to Graph
- Recognize how changes in the equation affect the graph (shifts, reflections, and stretches).
- Vertex Form: y = a(x-h)² + k
- Standard Form: y = ax² + bx + c
- Intercept Form: y = a(x-p)(x-q)
Minimum/Maximum Value
- For y = ax² + bx + c:
- If a > 0: Minimum value at the vertex.
- If a < 0: Maximum value at the vertex.
Average Rate of Change
- Formula: (f(x2) - f(x1)) / (x2 - x1)
- Represents the slope between two points on a curve.
Unit 3: Quadratic Solutions
Discriminant
- Formula: b² - 4ac
- Positive: Two real solutions.
- Zero: One real solution.
- Negative: Two complex solutions.
Solving Methods
- Factoring: Break the equation into two binomials and solve.
- Completing the Square: Rearrange into the form (x-h)² = k.
- Quadratic Formula:
- x = [-b ± √(b² - 4ac)] / (2a)
Imaginary Numbers
- Rewrite a quadratic in standard form to vertex form: y = a(x-h)² + k
Unit 4: Polynomials
Graphing Polynomials
- End Behavior: Determined by the degree and leading coefficient.
- Roots: Where the graph crosses or touches the x-axis.
Polynomial Operations
- Addition/Subtraction: Combine like terms.
- Multiplication: Distribute or use FOIL.
- Division: Use synthetic or long division.
Factoring Methods
- Slip and Slide: Multiply the leading coefficient and constant, factor, then divide back.
- Grouping: Group terms and factor common terms.
- Special Factoring:
- Difference of Squares: a² - b² = (a-b)(a+b)
- Perfect Square Trinomial: a² + 2ab + b² = (a+b)²
Factoring Higher Powers
- Factor by grouping or recognizing patterns.
Solving Polynomial Equations
- Steps:
- Factor the polynomial.
- Set each factor equal to zero.
- Solve for x.
Fundamental Theorem of Algebra
- A polynomial of degree n has exactly n roots (real or complex).
Pascal’s Triangle
- A tool for binomial expansions:
- Row numbers correspond to the powers of the binomial.
- Example: (a+b)² = 1a² + 2ab + 1b²