All Flashcards
Explain the importance of considering restrictions when building function models.
Restrictions, such as domain and range, ensure the model aligns with real-world constraints and produces meaningful results.
Why are transformations of parent functions useful in modeling?
Transformations allow us to adapt basic functions to fit complex data sets by shifting, stretching, compressing, or reflecting them.
How does technology aid in function modeling?
Calculators and software can perform regressions and other statistical methods to find the best-fit model for a given data set, especially for complex relationships.
Why are piecewise functions useful?
They model situations where the relationship between variables changes at specific points, allowing for different functions to apply to different intervals.
Explain how rational functions model inverse proportionality.
In rational functions, as the denominator increases, the overall value of the function decreases, representing an inverse relationship between the variables.
Why is it important to pay attention to units when drawing conclusions from function models?
Units provide context and ensure that the predictions and interpretations derived from the model are meaningful and accurate.
Explain the concept of domain in the context of real-world function models.
The domain represents the set of input values that are physically possible or meaningful in the real-world scenario being modeled. For example, time or quantity cannot be negative.
Explain the concept of range in the context of real-world function models.
The range represents the set of output values that are physically possible or meaningful in the real-world scenario being modeled. It's the set of all possible results you can get from your model.
Describe the role of assumptions in building function models.
Assumptions simplify the real-world scenario to make it mathematically tractable. They can affect the accuracy and applicability of the model, so they must be carefully considered.
Explain how to use a function model to make predictions.
By substituting specific input values into the function, we can estimate corresponding output values, allowing us to predict future behavior or outcomes based on the model.
Formula for gravitational force?
Formula for electromagnetic force?
Volume of a cylinder?
Volume of a cone?
How to shift a function horizontally by units?
. Right if , left if .
How to shift a function vertically by units?
. Up if , down if .
How to vertically stretch/compress a function by a factor of ?
. Stretch if , compress if .
How to reflect a function across the x-axis?
How to reflect a function across the y-axis?
General form of a rational function?
, where p(x) and q(x) are polynomials.
Define a function model.
A mathematical representation of a real-world situation using a function.
What is a piecewise-defined function?
A function defined by multiple sub-functions, each applying to a certain interval of the main function's domain.
Define a rational function.
A function that can be defined as a quotient of two polynomial functions, i.e., , where p(x) and q(x) are polynomials.
What does 'inversely proportional' mean?
A relationship where one quantity decreases as another increases, often modeled by a rational function.
Define domain in the context of function models.
The set of all possible input values (x-values) for which the function is defined and makes sense in the real-world context.
Define range in the context of function models.
The set of all possible output values (y-values) that the function can produce, considering the real-world context.
What is a parent function?
The simplest form of a function family, used as a basis for transformations. Examples: , , .
Define a transformation of a function.
A change made to a parent function to fit a given data set, including shifts, stretches, compressions, and reflections.
What is linear regression?
A statistical method used to find the best-fitting linear relationship between two variables in a data set.
What is a rate of change in function modeling?
A measure of how one quantity changes with respect to another, often representing the slope of a function or its derivative.