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Statistical question
A question that can be answered by collecting many pieces of information, or data, and summarizing that data.
Statistical variable
A quantity or quality for which data are expected to differ/that can be measured or counted, and for which data are expected to differ from one observation to another.
Categorical variable
A statistical variable for which the possible values belong to a limited set of qualitative responses/falls into categories (qualitative rather than quantitative attribute)
Quantitative variable
A statistical variable for which the possible values are numbers that can be meaningfully counted, added, subtracted, and so on/numerical data that can be compared, added, subtracted, or otherwise operated on.
Population
All the members of a set/the whole
Sample
A subset from the population is a subset of (some of) the population
Parameter
A piece of data from a whole population, not from a sample
Statistic
A piece of data from a sample, not a whole population.
Standard deviation
A measure of how much the values in a data set vary, or deviate, from the mean, x (line above).
Skewed Distribution
A distribution whose shape is stretched out in either the positive or negative direction (use median and quartiles to describe the center and spread of the data set)
Symmetric Distribution
A distribution whose shape is evenly distributed around the mean (use mean and standard deviation to describe the center and spread)
Normal Distribution
Shows data that vary randomly from the mean in the pattern of a bell-shaped curve
Mean
The sum of the data values divided by the number of data values
Median
The middle value in a data set. If the data set contains an even number of values, this is the mean of the two middle values.
Quartiles (Q1 and Q3)
The first and third are the medians of the lower half and upper half of the data, respectively.
Interquartile range
The difference between the third and first quartiles in a set of data
Frequency
Number of times an event or a value occurs
Frequency table
A table that lists items and shows the number of times the items occur. Consists of: class limit, frequency, and class boundary
Histogram
A diagram consisting of rectangles whose area is proportional to the frequency of a variable and whose width is equal to the class boundaries
Class limit
An interval for a group of data
Class boundary
The data values that separate classes. You find it by subtracting .5 from the lower limits and adding .5 to the upper limits
To find class limits
We need to know the class width
To find class width
max-min/# of classes (round or if it's a whole number +1)
Percentile
The percentage of values less than or equal to a particular data value. It is equal to the percentage of the total area under the distribution curve for the population to the left of that value.
About 68% of all values fall within
1 standard deviation from the mean
About 95% of all values fall within
2 standard deviations from the mean
About 99.7% of all values fall within
3 standard deviations from the mean
The Empirical Rule only applies to
Normal distributions
Parabola
The graph of a quadratic function.
Y-intercept
The point of the parabola on the y-axis, which occurs when x = 0.
X-intercepts
The points on the parabola on the x-axis, which occur when y = 0
Vertex
The lowest (minimum) or highest (maximum) point on the graph of the parabola
The axis of symmetry
The vertical line that divides the parabola into two congruent halves. It always passes through the vertex of the parabola. The x-coordinate of the vertex is the equation of this of the parabola
Quadratic function
A function with an equation that can be written in the form f(x) = ax2 + bx + c, with a =/ 0. All of these are transformations of the parent function defined by f(x) = x².
Vertex form
f(x) = a(x − h) 2 + k where (h, k) is the vertex of the parabola
The value of a determines
If -a; reflection over x-axis If |a|> 1: vertical stretch/ graph gets skinnier If 0<|a|<1: vertical compression/graph gets wider
The value of h determines
Horizontal shift in opposite direction/ going left or right
The value of k determines
Vertical shift in same direction/ up or down g(x)=a(x-h)²+k
A zero of a function
An x-intercept of the graph of a function
Zero Product Property
If ab = 0, then you can set a = 0 and b = 0
Perfect Square Trinomial
A trinomial is a perfect square trinomial if it can be factored into a binomial multiplied to itself. A perfect square trinomial factors into (x + b)²
Completing the Square
A method used to solve a quadratic equation by changing the form of the equation so that the left side is a perfect square trinomial.
Quadratic Equations can be solved using the
Square Root Property by manipulating the equation until one side is a perfect square (completing the square).
When determining a function is increasing, decreasing, or constant we
Get the notation. interval notation and looking at x-values, but we will never have a closed bracket, always open parenthesis.
i
√−1
i² and i to the 6th power
-1
i cubed and i to the 7th and 8th power
-i
i to the 4th power
1
i to the 5th and 9th power
i
To find higher imaginary number's degrees we
Divide that number by 4
Imaginary unit (i)
The complex number whose square root is - 1: √−1
Imaginary number
An imaginary number is any number of the form bi , where b is a nonzero real number and i is the √−1.
Complex numbers
Numbers that can be written in the form a + bi , where a and b are real numbers and i is the square root of − 1 .
Complex Conjugates
Complex numbers with equivalent real parts and opposite imaginary parts
Factoring Difference of Squares
a²-b²=(a+b)(a-b)
Quadratic formula
x = -b ± √(b² - 4ac)/2a
Standard formula/quadratic equation
ax²+bx+c=0
Discriminant of a quadratic equation
b²-4ac
D<0
No real roots; two imaginary roots
D=0
One real root
D>0
Two distinct real roots
Monomial
Either a real number, a variable, or a product of real numbers and variables with whole-number exponent
Polynomial
A monomial or the sum or difference of two or more monomials.
Polynomial Function
A function whose rule is a polynomial
Commutative property
Order does not matter. Only multiplication and addition are commutative
Associative Property
The grouping of two or more numbers and performing the basic operations of multiplication and addition does not affect the final result
Distributive Property
The product of a single term and a sum or difference of two or more terms inside parentheses is the same as multiplying each addend by the single term and then adding or subtracting products.
Degree of a Polynomial
The largest exponent on one of the variables
Coefficient
The number/constant that's being multiplied into a variable
Leading Coefficient
In a polynomial, the coefficient that is attached to the highest degree variable
End behavior
Describes how the function is behaving at the ends of the function (as it approaches negative infinity and as it approaches positive infinity). It is affected by degree and leading coefficient.
Multiplicity
The number of times a given factor appears in the factored form of the equation of a polynomial
Even degree and Positive Leading Coefficient
End behavior: up, up
Even degree and Negative Leading Coefficient
End behavior: down, down
Odd degree and Positive Leading Coefficient
End behavior: falls left, rises right
Odd degree and Negative Leading Coefficient
End behavior: rises left, falls right
synonymous, the same as
solution, x-intercept, zero, root
Irrational Numbers
Repeating infinite decimals that can't be expressed as a fraction and/or square roots that are not perfect
Integer
Is a whole number
Rational numbers
Numbers that can be made by dividing integers by integers (as long as the denominator is not zero)
p
Constant
q
Leading coefficient
Rational Root Theorem
If p/q is a rational root of a polynomial equation, then p is a factor of the constant term and q is a factor of the leading coefficient. In other words: factors of p/factors of q
When adding or subtracting rational expressions with the same denominators
Add or subtract the numerators and combine like terms. Then simplify if you can.
When adding or subtracting rational expressions with unlike denominators
1. Factor each denominator. 2. Find the least common denominator (LCD) 3. Find the new numerator for each fraction. To find the new numerators for each fraction, compare the denominator of each of the original fractions to the LCD and write down everything different about the LCD in the numerator of the fraction. 4. Simplify the numerator by distributing first and then combining like terms. Combine the fraction by adding or subtracting the numerators. 5. Simplify the rational expression if you can. (i.e. Rewrite to identify factors in order to simplify.)
Property: Multiplication of Rational Expressions
Let p, q, r and s represent polynomials, such that q=/0, s=/0. Then p/q X r/s= pr/qs
Procedure: Multiplying Rational Expressions
1. Factor the numerators and denominators of all rational expressions. 2. Simplify the ratios of common factors to 1. 3. Multiply the remaining factors in the numerator, and multiply the remaining factors in the denominator.
Property; Division of Rational Expressions
Let p, q, r and s represent polynomials, such that q=/0, r=/0, s=/0. Then p/q ÷ r/s= p/q X q/r= ps/qr
Rational expression
The quotient of two polynomials
Simplified Form of a Rational Expression
A rational expression is in simplified form if its numerator and denominator are polynomials that have no common divisor other than 1.
Rational Equation
An equation that contains a rational expression
Extraneous Solutions
A solution of an equation derived from an original equation, but it is not a solution of the original equation
To solve rational equations
1. Multiply both sides of the equation by the common denominator to eliminate the fractions. 2. Simplify the resulting equation. To simplify the equation, you may need to distribute, or FOIL, and combine like terms. 3. Then solve the simplified equation for the variable. You can solve the equation by getting it equal to zero and factoring. 4. Confirm that the solution is valid in the original equation.
Asymptote
A line that a graph approaches. They guide the end behavior of a function
Vertical asymptotes
Vertical lines that correspond to the zeros of the denominator of a rational function, can occur at the x-values where the function is undefined
Horizontal asymptotes
Horizontal lines the graph approaches, can be crossed.
Case 1 of identifying horizontal asymptotes/The degree of the numerator is less than the degree of the denominator
As the value of x increases, the value of the denominator gets very large in relation to the numerator. The value of the function gets closer and closer to 0.
When the degree of the numerator is less than the degree of the denominator, there exists a horizontal asymptote at y = 0.
Case 2 of identifying horizontal asymptotes/The degree of the numerator is greater than the degree of the denominator
As the value of x increases, the value of the numerator gets very large in relation to the denominator. The value of the function continues to increase.
When the degree of the numerator is greater than the degree of the denominator, there are NO horizontal asymptotes.
Case 3 of identifying horizontal asymptotes
The degree of the numerator and the denominator are the same.
When the degree of the numerator is equal to the degree of the denominator, the horizontal asymptote is the ratio of the leading coefficients.
FAIR
Factor (Find discontinuity if applicable)
Asymptotes
Intercept
Regions