Interpret parameters in exponential and logarithmic models
Real-valued models of the forms y=abx and y=Aekx are interpreted through their parameters: a or A is the initial value, b is the multiplicative factor per unit of x, and k is the continuous growth or decay rate. In y=a+blogc(x−h), the parameters describe vertical and horizontal shifts, scaling or reflection, the logarithm’s domain x>h, and vertical asymptote x=h, distinguishing additive from multiplicative change. Complex-valued functions and more advanced parameter estimation are not included.
Detailed Explanation: Interpret parameters in exponential and logarithmic models
To interpret a model, identify what each parameter does and look at the value when the input is 0 (for an exponential model) or where the logarithm’s input is 0 (for a logarithmic model).
Exponential models
For
y=abx,
a is the initial value because y=a when x=0.
b is the multiplicative factor for each increase of 1 in x.
If b>1, the model shows growth.
If 0<b<1, the model shows decay.
For
y=Aekx,
A is the initial value.
k is the continuous growth or decay rate.
If k>0, there is continuous growth.
If k<0, there is continuous decay.
The factor for one unit of increase in x is ek.
Logarithmic models
For
y=a+blogc(x−h),
a shifts the graph vertically.
b vertically stretches or compresses the graph. If b<0, it also reflects the graph.
h shifts the graph horizontally.
The domain is x>h because the logarithm’s input must be positive.
The vertical asymptote is x=h.
A logarithm represents additive changes in the output, not constant multiplicative changes.
Worked example
Interpret the parameters in the model
y=4−2log3(x−5).
Step 1: Identify the vertical shift.
The number 4 is added outside the logarithm, so the graph is shifted up 4 units.
Step 2: Identify the vertical scaling and reflection.
The coefficient of the logarithm is −2.
The absolute value 2 means the graph is vertically stretched by a factor of 2.
The negative sign reflects the graph across the x-axis.
Step 3: Identify the horizontal shift.
The expression is x−5, so the graph shifts right 5 units.
Step 4: Find the domain and vertical asymptote.
The logarithm’s input must be positive:
x−5>0,
so
x>5.
Therefore, the domain is x>5, and the vertical asymptote is
x=5.
So, y=4−2log3(x−5) is a logarithmic graph shifted right 5 units and up 4 units, vertically stretched by 2, and reflected across the x-axis.
Learn by doing: Interpret parameters in exponential and logarithmic models
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Exponential Function Decay (Continuous) - Equation to Scenario