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Interpret parameters in exponential and logarithmic models

Real-valued models of the forms y=abxy=ab^x and y=Aekxy=Ae^{kx} are interpreted through their parameters: aa or AA is the initial value, bb is the multiplicative factor per unit of xx, and kk is the continuous growth or decay rate. In y=a+blogc(xh)y=a+b\log_c(x-h), the parameters describe vertical and horizontal shifts, scaling or reflection, the logarithm’s domain x>hx>h, and vertical asymptote x=hx=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 00 (for an exponential model) or where the logarithm’s input is 00 (for a logarithmic model).

Exponential models

For

y=abx,y=ab^x,
  • aa is the initial value because y=ay=a when x=0x=0.
  • bb is the multiplicative factor for each increase of 11 in xx.
    • If b>1b>1, the model shows growth.
    • If 0<b<10<b<1, the model shows decay.

For

y=Aekx,y=Ae^{kx},
  • AA is the initial value.
  • kk is the continuous growth or decay rate.
    • If k>0k>0, there is continuous growth.
    • If k<0k<0, there is continuous decay.
  • The factor for one unit of increase in xx is eke^k.

Logarithmic models

For

y=a+blogc(xh),y=a+b\log_c(x-h),
  • aa shifts the graph vertically.
  • bb vertically stretches or compresses the graph. If b<0b<0, it also reflects the graph.
  • hh shifts the graph horizontally.
  • The domain is x>hx>h because the logarithm’s input must be positive.
  • The vertical asymptote is x=hx=h.
  • A logarithm represents additive changes in the output, not constant multiplicative changes.

Worked example

Interpret the parameters in the model

y=42log3(x5).y=4-2\log_3(x-5).

Step 1: Identify the vertical shift.

The number 44 is added outside the logarithm, so the graph is shifted up 44 units.

Step 2: Identify the vertical scaling and reflection.

The coefficient of the logarithm is 2-2.

  • The absolute value 22 means the graph is vertically stretched by a factor of 22.
  • The negative sign reflects the graph across the xx-axis.

Step 3: Identify the horizontal shift.

The expression is x5x-5, so the graph shifts right 55 units.

Step 4: Find the domain and vertical asymptote.

The logarithm’s input must be positive:

x5>0,x-5>0,

so

x>5.x>5.

Therefore, the domain is x>5x>5, and the vertical asymptote is

x=5.x=5.

So, y=42log3(x5)y=4-2\log_3(x-5) is a logarithmic graph shifted right 55 units and up 44 units, vertically stretched by 22, and reflected across the xx-axis.

Learn by doing: Interpret parameters in exponential and logarithmic models

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Exponential Function Decay (Continuous) - Equation to Scenario


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