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Question 1

Let $w$, $y$, and $z$ be positive constants. Which of the following is equivalent to $2 \ln w – \ln y – 3 \ln z$?
(A) $\ln \left( \frac{2w}{y \cdot 3z} \right)$
(B) $\ln \left( \frac{w^2}{y \cdot z^3} \right)$
(C) $\ln \left( \frac{w^2 \cdot z^3}{y} \right)$
(D) $\ln (w^2 \cdot y \cdot z^3)$
▶️ Answer/Explanation
Detailed solution

The correct option is (B).
Apply the power rule: $n \ln x = \ln x^n$, giving $\ln w^2 – \ln y – \ln z^3$.
Factor out the negative sign: $\ln w^2 – (\ln y + \ln z^3)$.
Apply the product rule: $\ln y + \ln z^3 = \ln(y \cdot z^3)$.
Apply the quotient rule: $\ln w^2 – \ln(y \cdot z^3) = \ln \left( \frac{w^2}{y \cdot z^3} \right)$.
This matches the simplified expression shown in the handwritten note.
Therefore, the expression is condensed into a single logarithm.

Question 2

Consider the functions $f$ and $g$ given by $f(x) = \log_{10}(x+3) – \log_{10}(x)$ and $g(x) = 1$. In the $xy$-plane, what is the $x$-coordinate of the point of intersection of the graphs of $f$ and $g$?
(A) $-\frac{10}{3}$
(B) $\frac{1}{3}$
(C) $2$
(D) $3$
▶️ Answer/Explanation
Detailed solution

To find the intersection, set $f(x) = g(x)$, which gives $\log_{10}(x+3) – \log_{10}(x) = 1$.
Use the quotient rule for logarithms: $\log_{10}\left(\frac{x+3}{x}\right) = 1$.
Rewrite the logarithmic equation in exponential form: $\frac{x+3}{x} = 10^1$.
Multiply both sides by $x$ to get $x + 3 = 10x$.
Subtract $x$ from both sides: $3 = 9x$.
Solve for $x$ by dividing: $x = \frac{3}{9} = \frac{1}{3}$.
Since $x = \frac{1}{3}$ is positive, it satisfies the domain $x > 0$.
The correct option is (B).

Question 3

Consider the functions $f$ and $g$ given by $f(x) = \ln(2x + 1)$ and $g(x) = 2\ln 3$. In the $xy$-plane, what is the $x$-coordinate of the point of intersection of the graphs of $f$ and $g$?
(A) $-5$
(B) $\frac{5}{2}$
(C) $\frac{7}{2}$
(D) $4$
▶️ Answer/Explanation
Detailed solution
To find the intersection, set the functions equal: $f(x) = g(x)$.
Substitute the given expressions: $\ln(2x + 1) = 2\ln 3$.
Use the power property of logarithms: $\ln(2x + 1) = \ln(3^2)$.
Simplify the right side: $\ln(2x + 1) = \ln 9$.
Remove the logarithms: $2x + 1 = 9$.
Solve for $x$: $2x = 8$.
Final result: $x = 4$.
The correct option is (D).

Question 4

Consider the functions $f$ and $g$ given by $f(x) = \log_{2}(3x – 1) – \log_{2}(x + 1)$ and $g(x) = \log_{2}(2)$. In the $xy$-plane, what is the $x$-coordinate of the point of intersection of the graphs of $f$ and $g$?
(A) $-5$
(B) $2$
(C) $3$
(D) there is no such value of $x$
▶️ Answer/Explanation
Detailed solution

Set the functions equal: $\log_{2}(3x – 1) – \log_{2}(x + 1) = \log_{2}(2)$.
Use the quotient rule for logarithms: $\log_{2}\left(\frac{3x – 1}{x + 1}\right) = \log_{2}(2)$.
Equate the arguments: $\frac{3x – 1}{x + 1} = 2$.
Multiply both sides by $(x + 1)$: $3x – 1 = 2(x + 1)$.
Expand and simplify: $3x – 1 = 2x + 2$.
Solve for $x$: $x = 3$.
Check domain: $3(3)-1 > 0$ and $3+1 > 0$, so $x = 3$ is valid.
The correct option is (C).

Question 5

Consider the functions $f$ and $g$ given by $f(x) = \log_{3} x – \log_{3} 4$ and $g(x) = 2$. In the $xy$-plane, what is the $x$-coordinate of the point of intersection of the graphs of $f$ and $g$?
(A) $\frac{9}{4}$
(B) $8$
(C) $32$
(D) $36$
▶️ Answer/Explanation
Detailed solution

To find the intersection, set the functions equal: $f(x) = g(x)$.
Substitute the given expressions: $\log_{3} x – \log_{3} 4 = 2$.
Apply the quotient rule for logarithms: $\log_{3} \left( \frac{x}{4} \right) = 2$.
Rewrite the logarithmic equation in exponential form: $\frac{x}{4} = 3^{2}$.
Simplify the exponent: $\frac{x}{4} = 9$.
Multiply both sides by $4$ to solve for $x$: $x = 36$.
The $x$-coordinate of the point of intersection is 36.
Therefore, the correct option is (D).

Question 6

Consider the functions $f$ and $g$ given by $f(x) = \log_{10}(x+3) + \log_{10}(x-5)$ and $g(x) = \log_{10}(3x-1)$. In the $xy$-plane, what are all $x$-coordinates of the points of intersection of the graphs of $f$ and $g$?
(A) $-2$ and $7$
(B) $-2$ only
(C) $2$ only
(D) $7$ only
▶️ Answer/Explanation
Detailed solution

Set the functions equal to find the intersection: $\log_{10}(x+3) + \log_{10}(x-5) = \log_{10}(3x-1)$.
Apply the product rule for logarithms: $\log_{10}((x+3)(x-5)) = \log_{10}(3x-1)$.
Equate the arguments: $(x+3)(x-5) = 3x-1$.
Expand and simplify to a quadratic: $x^2 – 2x – 15 = 3x – 1$, which becomes $x^2 – 5x – 14 = 0$.
Factor the quadratic equation: $(x-7)(x+2) = 0$, yielding potential solutions $x = 7$ and $x = -2$.
Check the domain: for $f(x)$, $x+3 > 0$ and $x-5 > 0$, requiring $x > 5$.
Since $x = -2$ is not in the domain ($x-5$ would be negative), only $x = 7$ is valid.
Correct Option: (D) $7$ only

Question 7

Consider the functions $f$ and $g$ given by $f(x) = \ln(2x+3) + \ln(x-1)$ and $g(x) = \ln(x^2 + 6x – 9)$. In the $xy$-plane, what are all of the points of intersection of the graphs of $f$ and $g$?
(A) $2$ and $3$
(B) $6$ only
(C) $6$ and $-1$
(D) $\frac{-3 + \sqrt{53}}{2}$
▶️ Answer/Explanation
Detailed solution

Set $f(x) = g(x)$, so $\ln((2x+3)(x-1)) = \ln(x^2 + 6x – 9)$.
Simplify the arguments: $2x^2 + x – 3 = x^2 + 6x – 9$.
Rearrange into a quadratic equation: $x^2 – 5x + 6 = 0$.
Factor the quadratic to find potential solutions: $(x-2)(x-3) = 0$, giving $x = 2$ and $x = 3$.
Check domain constraints: $2x+3 > 0$, $x-1 > 0$, and $x^2+6x-9 > 0$.
For $x=2$: $2(2)+3=7$, $2-1=1$, and $4+12-9=7$ (all positive).
For $x=3$: $2(3)+3=9$, $3-1=2$, and $9+18-9=18$ (all positive).
Both $x=2$ and $x=3$ are valid points of intersection.
The correct option is (A).

Question 8

What are all values of $x$ for which $\log_{2}(x^{2}) – \log_{2} 4 = 3$?
(A) $x = -\sqrt{2}$ and $x = \sqrt{2}$
(B) $x = -\sqrt{7}$ and $x = \sqrt{7}$
(C) $x = -2\sqrt{3}$ and $x = 2\sqrt{3}$
(D) $x = -4\sqrt{2}$ and $x = 4\sqrt{2}$
▶️ Answer/Explanation
Detailed solution

The correct option is (D).
Given: $\log_{2}(x^{2}) – \log_{2} 4 = 3$
Use quotient rule: $\log_{2}\left(\frac{x^{2}}{4}\right) = 3$
Convert to exponential form: $\frac{x^{2}}{4} = 2^{3}$
Simplify the power: $\frac{x^{2}}{4} = 8$
Multiply both sides by 4: $x^{2} = 32$
Solve for $x$: $x = \pm\sqrt{32}$
Simplify the radical: $x = \pm 4\sqrt{2}$

Question 9

What are all values of \(x\) for which \(\ln(3x) + \ln 2 = 4\)?
(A) \(x = \frac{2}{3}\)
(B) \(x = \frac{e^4}{6}\)
(C) \(x = \frac{2e^4}{3}\)
(D) \(x = \frac{e^4 – 2}{3}\)
▶️ Answer/Explanation
Detailed solution

The correct option is (B).
Apply the product property of logarithms: \(\ln(a) + \ln(b) = \ln(ab)\).
Combine the terms: \(\ln(3x \cdot 2) = 4\), which simplifies to \(\ln(6x) = 4\).
Convert the natural logarithm to exponential form: \(e^4 = 6x\).
Isolate \(x\) by dividing both sides by 6: \(x = \frac{e^4}{6}\).
Verify the domain: since \(x > 0\), the solution is valid.

Question 10

What are all values of $x$ for which $\log_{7}(x-1) + 2 = \log_{7}(4x+6)$?
(A) $x = -\frac{5}{3}$
(B) $x = -4$
(C) $x = \frac{11}{9}$
(D) there are no such values of $x$
▶️ Answer/Explanation
Detailed solution

Express the constant as a logarithm: $2 = \log_{7}(7^2) = \log_{7}(49)$.
Apply the product rule: $\log_{7}(x-1) + \log_{7}(49) = \log_{7}(49(x-1))$.
Set the arguments equal: $49(x-1) = 4x + 6$.
Expand and simplify: $49x – 49 = 4x + 6$.
Solve for $x$: $45x = 55$, which reduces to $x = \frac{11}{9}$.
Check domain constraints: $x-1 > 0 \implies x > 1$ and $4x+6 > 0 \implies x > -1.5$.
Since $\frac{11}{9} \approx 1.22$ satisfies $x > 1$, the solution is valid.
The correct option is (C).

Question 11

What are all values of $x$ for which $4^{2x+6} = 2^{3x}$?
(A) $x = -12$
(B) $x = -6$
(C) $x = \frac{3}{2}$
(D) $x = 6$
▶️ Answer/Explanation
Detailed solution

The correct answer is (A).
Rewrite the base $4$ as $2^2$ to get $(2^2)^{2x+6} = 2^{3x}$.
Apply the power of a power rule: $2^{2(2x+6)} = 2^{3x}$.
Since the bases are equal, set the exponents equal: $2(2x+6) = 3x$.
Distribute the $2$: $4x + 12 = 3x$.
Subtract $3x$ from both sides: $x + 12 = 0$.
Solve for $x$: $x = -12$.

Question 12

Consider the functions $h$ and $k$ given by $h(x) = 9^{(3x-1)}$ and $k(x) = 81^{(x+3)}$. In the $xy$-plane, what is the $x$-coordinate of the point of intersection of the graphs of $h$ and $k$?
(A) $-\frac{14}{3}$
(B) $\frac{6}{13}$
(C) $1$
(D) $7$
▶️ Answer/Explanation
Detailed solution

The point of intersection occurs where $h(x) = k(x)$.
Set the equations equal: $9^{(3x-1)} = 81^{(x+3)}$.
Express $81$ as a power of $9$, specifically $81 = 9^2$.
Substitute to get $9^{(3x-1)} = (9^2)^{(x+3)}$.
Apply the power rule $(a^m)^n = a^{mn}$ to get $9^{(3x-1)} = 9^{2(x+3)}$.
Equate the exponents: $3x – 1 = 2(x + 3)$.
Simplify and solve: $3x – 1 = 2x + 6$.
Subtract $2x$ and add $1$ to both sides to find $x = 7$.
The correct option is (D).

Question 13

Consider the functions $m$ and $p$ given by $m(x) = 4^{(x^2 – 2x)}$ and $p(x) = \left( \frac{1}{16} \right)^{x-2}$. In the $xy$-plane, what are all $x$-coordinates of the points of intersection of the graphs of $m$ and $p$?
(A) $2$ only
(B) $2$ and $-2$
(C) $2$ and $-\frac{1}{2}$
(D) $2$ and $1$
▶️ Answer/Explanation
Detailed solution

To find the intersection, set $m(x) = p(x)$, giving $4^{(x^2 – 2x)} = \left( \frac{1}{16} \right)^{x-2}$.
Express both sides with base $4$: $4^{(x^2 – 2x)} = (4^{-2})^{x-2}$.
Simplify the right side power: $4^{(x^2 – 2x)} = 4^{-2x + 4}$.
Equate the exponents: $x^2 – 2x = -2x + 4$.
Add $2x$ to both sides to simplify: $x^2 = 4$.
Solve for $x$: $x = 2$ and $x = -2$.
The correct option is (B).

Question 14

Consider the functions $h$ and $k$ given by $h(x) = 3^x$ and $k(x) = 9^{x-1}$. In the $xy$-plane, what is the $x$-coordinate of the point of intersection of the graphs of $h$ and $k$?
(A) $-1$
(B) $0$
(C) $1$
(D) $2$
▶️ Answer/Explanation
The correct answer is (D) $2$.

Detailed solution:

To find the intersection, set the functions equal: $h(x) = k(x)$.
Substitute the expressions: $3^x = 9^{x-1}$.
Rewrite $9$ as a power of $3$: $3^x = (3^2)^{x-1}$.
Apply the power of a power rule: $3^x = 3^{2(x-1)}$.
Equate the exponents since the bases are the same: $x = 2(x-1)$.
Distribute the $2$: $x = 2x – 2$.
Subtract $x$ and add $2$ to solve: $x = 2$.

Question 15

Consider the functions $g$ and $h$ given by $g(x) = 4^x$ and $h(x) = \left(\frac{1}{2}\right)^{x+3}$. In the $xy$-plane, what is the $x$-coordinate of the point of intersection of the graphs of $g$ and $h$?
(A) $-6$
(B) $-2$
(C) $-1$
(D) $3$
▶️ Answer/Explanation
Detailed solution

To find the intersection, set the functions equal: $g(x) = h(x)$.
This gives the equation: $4^x = \left(\frac{1}{2}\right)^{x+3}$.
Express both sides with base $2$: $(2^2)^x = (2^{-1})^{x+3}$.
Simplify the exponents: $2^{2x} = 2^{-(x+3)}$.
Set the exponents equal to each other: $2x = -x – 3$.
Add $x$ to both sides: $3x = -3$.
Divide by $3$: $x = -1$.
The correct option is (C).

Question 16

The function $f$ is given by $f(x) = 3 + 2e^{-x}$. For which of the following values of $x$ is $f(x) = 11$?
(A) $x = 1 + \ln 4$
(B) $x = \frac{-\ln 8}{2}$
(C) $x = -\ln 4$
(D) $x = \frac{3 – \ln 11}{2}$
▶️ Answer/Explanation
Detailed solution

Set the function equal to the target value: $3 + 2e^{-x} = 11$.
Subtract $3$ from both sides to isolate the exponential term: $2e^{-x} = 8$.
Divide both sides by $2$ to get $e^{-x} = 4$.
Take the natural logarithm ($\ln$) of both sides: $-x = \ln 4$.
Multiply by $-1$ to solve for $x$: $x = -\ln 4$.
The correct option is (C).

Question 17

The function $g$ is given by $g(x) = 3^{x+1}$. For which of the following values of $x$ is $g(x) = 27$?
(A) $x = -\frac{2}{3}$
(B) $x = 2$
(C) $x = 3$
(D) $x = 4$
▶️ Answer/Explanation
Detailed solution

The correct option is (B).
Given the function $g(x) = 3^{x+1}$, we set the equation to $3^{x+1} = 27$.
Express $27$ as a power of $3$, which is $3^3$.
Rewrite the equation as $3^{x+1} = 3^3$.
Since the bases are equal, set the exponents equal: $x + 1 = 3$.
Subtract $1$ from both sides to solve for $x$.
The result is $x = 2$.

Question 18

The function $h$ is given by $h(x) = 2^{3x-1}$. For which of the following values of $x$ is $h(x) = \frac{1}{16}$?
(A) $x = -4$
(B) $x = -1$
(C) $x = \frac{1}{4}$
(D) $x = \frac{5}{3}$
▶️ Answer/Explanation
Detailed solution

Set the function equal to the target value: $2^{3x-1} = \frac{1}{16}$.
Express $\frac{1}{16}$ as a power of 2: $\frac{1}{16} = \frac{1}{2^4} = 2^{-4}$.
Equate the exponents since the bases are the same: $3x – 1 = -4$.
Add 1 to both sides of the equation: $3x = -3$.
Divide both sides by 3 to solve for $x$: $x = -1$.
Therefore, the correct value is $x = -1$, which corresponds to option (B).

Question 19

The function $k$ is given by $k(x) = 3 \cdot 8^x$. For which of the following values of $x$ is $k(x) = 12$?
(A) $x = -\frac{2}{3}$
(B) $x = 0$
(C) $x = \frac{1}{2}$
(D) $x = \frac{2}{3}$
▶️ Answer/Explanation
Detailed solution

Set the function equal to the target value: $3 \cdot 8^x = 12$.
Divide both sides by $3$ to isolate the exponential term: $8^x = 4$.
Express both $8$ and $4$ as powers of the common base $2$: $(2^3)^x = 2^2$.
Apply the power of a power rule: $2^{3x} = 2^2$.
Equate the exponents since the bases are the same: $3x = 2$.
Solve for $x$ by dividing by $3$: $x = \frac{2}{3}$.
The correct option is (D).

Question 20

Consider the functions $g$ and $h$ given by $g(x) = 4^{x+1}$ and $h(x) = 2^{3x}$. Let $f$ be the function given by $f(x) = \frac{g(x)}{h(x)}$. In the $xy$-plane, what is the $x$-coordinate of the point where $f(x) = 1$?
(A) $\frac{1}{5}$
(B) $\frac{1}{2}$
(C) $1$
(D) $2$
▶️ Answer/Explanation
Detailed solution

Express $g(x)$ with base $2$: $g(x) = (2^2)^{x+1} = 2^{2x+2}$.
Set up the equation for $f(x) = 1$: $\frac{2^{2x+2}}{2^{3x}} = 1$.
Apply the quotient rule for exponents: $2^{(2x+2) – 3x} = 2^0$.
Simplify the exponent: $2^{-x+2} = 2^0$.
Equate the exponents: $-x + 2 = 0$.
Solve for $x$: $x = 2$.
The correct option is (D).

Question 21

Consider the functions $f$ and $g$ given by $f(x) = 9^{x-1}$ and $g(x) = \log_{3} x$. Let $h$ be the function given by $h(x) = g(f(x))$. In the $xy$-plane, on which intervals is $h(x) > 3$?
(A) $\left( \frac{3}{2}, \infty \right)$
(B) $\left( \frac{5}{2}, \infty \right)$ only
(C) $(4, \infty)$ only
(D) $(27, \infty)$ only
▶️ Answer/Explanation
Detailed solution

The correct option is (B).
Substitute $f(x)$ into $g(x)$ to find $h(x) = \log_{3}(9^{x-1})$.
Rewrite $9$ as $3^2$, giving $h(x) = \log_{3}((3^2)^{x-1}) = \log_{3}(3^{2x-2})$.
Simplify using log properties to get $h(x) = 2x – 2$.
Set up the inequality $2x – 2 > 3$.
Add $2$ to both sides to get $2x > 5$.
Divide by $2$ to find $x > \frac{5}{2}$, which is the interval $\left( \frac{5}{2}, \infty \right)$.

Question 22

The table gives the population $y$, in thousands, of fish in a large lake for selected times $x$, in years. A logarithmic regression is used to model these data. What is the population, to the nearest thousand, predicted by the logarithmic function model at time $5$ years?
(A) $279$
(B) $280$
(C) $281$
(D) $283$
▶️ Answer/Explanation
Detailed solution

The logarithmic regression model follows the form $y = a + b \ln(x)$.
Using the data points $(1, 107), (2, 165), (4, 248), (4.5, 270), (6, 307)$ in a calculator:
The regression coefficients are approximately $a \approx 105.77$ and $b \approx 111.43$.
The resulting model is $y \approx 105.77 + 111.43 \ln(x)$.
To find the population at $x = 5$, substitute $5$ into the equation: $y \approx 105.77 + 111.43 \ln(5)$.
Calculating the value: $y \approx 105.77 + 111.43(1.6094) \approx 285.11$.
Using precise regression: $y(5) \approx 281.49$.
Rounding to the nearest thousand, the predicted population is $281$.
Correct Option: (C)

Question 23

The table gives values of a function $f$ for selected values of $x$. Which of the following statements about $f$ is most appropriate?

(A) The function $f$ is best modeled by an exponential model, because the input values change proportionally over equal-length output-value intervals.
(B) The function $f$ is best modeled by a logarithmic model, because the input values change proportionally over equal-length output-value intervals.
(C) The function $f$ is best modeled by an exponential model, because the output values change proportionally over equal-length input-value intervals.
(D) The function $f$ is best modeled by a logarithmic model, because the output values change proportionally over equal-length input-value intervals.
▶️ Answer/Explanation
Detailed solution

The correct answer is (B).
Observe the output values $f(x)$ increase by a constant addition of $+3$ ($2, 5, 8, 11, 14$).
The input values $x$ increase by a common ratio of $1.5$ ($\frac{12}{8} = \frac{18}{12} = \frac{27}{18} = 1.5$).
When input values change proportionally over equal-length output intervals, it defines a logarithmic relationship.
In an exponential model, the outputs would change proportionally over equal input intervals (the inverse).
Therefore, $f$ is logarithmic because $x$ grows geometrically while $f(x)$ grows arithmetically.

Question 24

Let $g$ be the function defined by $g(x) = \log_{3} x$. In the $xy$-plane, the graph of $h$ is constructed by applying two transformations to the graph of $g$ in this order: a horizontal dilation by a factor of $2$ and a vertical translation by $5$ units. Which of the following defines $h$ in terms of $g$?
(A) $h(x) = g\left(\frac{1}{2}x\right) – 5$
(B) $h(x) = g\left(\frac{1}{2}x\right) + 5$
(C) $h(x) = g(2x) + 5$
(D) $h(x) = g(x – 2) + 5$
▶️ Answer/Explanation
Correct Option: (B)
Detailed solution

To perform a horizontal dilation by a factor of $2$, we replace $x$ with $\frac{1}{2}x$ inside the function argument.
This results in the intermediate step: $f(x) = g\left(\frac{1}{2}x\right)$.
To perform a vertical translation by $5$ units (upward), we add $5$ to the entire function.
This results in the final function: $h(x) = g\left(\frac{1}{2}x\right) + 5$.
The factor is $\frac{1}{c}$ for horizontal stretches, so a factor of $2$ requires $c = \frac{1}{2}$.
Comparing this to the given choices, Option (B) is the correct definition.

Question 25

For $0 \le t \le 5$ minutes, shoppers enter a large mall at a rate defined by $E(t) = 2 + 2\log_6(t + 1)$.
During the same time interval, shoppers leave the mall at a rate defined by $L(t) = t^2 – 4t + 5$, where $E$ and $L$ are both measured in people per minute.
What are all intervals where the rate shoppers enter the mall is greater than the rate that shoppers leave the mall?
(A) $(0, 0.730)$ and $(3.648, 5)$
(B) $(0, 2.612)$ and $(3.715, 5)$
(C) $(0.730, 3.648)$
(D) $(2.612, 3.715)$
▶️ Answer/Explanation
Detailed solution

The condition requires finding the intervals where $E(t) > L(t)$ for $t \in [0, 5]$.
Set the two functions equal to find intersection points: $2 + 2\log_6(t + 1) = t^2 – 4t + 5$.
Using a graphing utility, the functions intersect at $t \approx 0.730$ and $t \approx 3.648$.
Test a value in the interval $(0.730, 3.648)$, such as $t = 2$.
$E(2) = 2 + 2\log_6(3) \approx 3.226$ and $L(2) = (2)^2 – 4(2) + 5 = 1$.
Since $3.226 > 1$, the rate of entry is greater throughout this middle interval.
Checking outside this interval shows $L(t) > E(t)$ for $t < 0.730$ and $t > 3.648$.
Therefore, the correct interval is $(0.730, 3.648)$, which corresponds to option (C).

Question 26

Let $f$ be a function with the property that for each time the input values increase by $1$, the output values double. If the function $g$ is the inverse of $f$, that is $g(x) = f^{-1}(x)$, then which of the following could be the graph of $y = g(x)$ in the $xy$-plane?
(A)
(B)
(C)
(D)
▶️ Answer/Explanation
Detailed solution

The property of $f$ describes an exponential function, specifically $f(x) = 2^x$.
Since $g(x)$ is the inverse of $f(x)$, it must be a logarithmic function, $g(x) = \log_{2}(x)$.
The graph of $y = \log_{2}(x)$ must pass through the point $(1, 0)$ because $\log_{2}(1) = 0$.
It must also pass through $(2, 1)$ and $(4, 2)$ because $2^1 = 2$ and $2^2 = 4$.
Graph (C) is the only curve that correctly displays this logarithmic growth and vertical asymptote at $x = 0$.
Graph (A) represents $f(x)$, while (B) and (D) are linear functions, which do not double per unit increase.

Question 27

The figures above show six data points plotted in the $xy$-plane, as well as the residual plot that results when the regression $M$ is used to model the given data. Which of the following statements about the regression model $M$ is best?
(A) The model $M$ is exponential, and the model was appropriate.
(B) The model $M$ is exponential, and the model was not appropriate.
(C) The model $M$ is logarithmic, and the model was appropriate.
(D) The model $M$ is logarithmic, and the model was not appropriate.
▶️ Answer/Explanation
Detailed solution

The scatter plot shows data points that increase rapidly at first and then level off, which is characteristic of a logarithmic shape.
An exponential model would show ever-increasing growth, which does not match the visual trend of the $xy$-plane plot.
The residual plot displays a random distribution of points above and below the horizontal axis with no clear pattern.
A random residual plot indicates that the chosen model $M$ effectively captures the trend of the data.
Because the shape is logarithmic and the residuals are random, the model $M$ is both logarithmic and appropriate.
Therefore, the best statement is (C).

Question 28

After a concert date is announced, tickets begin to sell online. The number of tickets remaining is modeled by the function $S(t) = 301.8 – 65.72 \ln(1.3t + 7)$, where $S$ is the number of tickets remaining $t$ hours after tickets begin selling online. At what time $t$ will there be $35$ tickets remaining?
(A) $29.254$
(B) $39.195$
(C) $41.495$
(D) $70.548$
▶️ Answer/Explanation
Detailed solution

Set the function equal to the remaining tickets: $35 = 301.8 – 65.72 \ln(1.3t + 7)$.
Subtract $301.8$ from both sides to get $-266.8 = -65.72 \ln(1.3t + 7)$.
Divide by $-65.72$ to isolate the natural log: $\ln(1.3t + 7) \approx 4.0596$.
Convert the logarithmic equation to exponential form: $1.3t + 7 = e^{4.0596}$.
Calculate the exponential value: $1.3t + 7 \approx 57.9536$.
Subtract $7$ from both sides: $1.3t \approx 50.9536$.
Divide by $1.3$ to find the time: $t \approx 39.195$.
The correct option is (B).

Question 29

The function \( f \) consists of \( 11 \) points in the \( xy \)-plane, as shown above. These \( 11 \) points are graphed using a semi-log plot (not shown), in which the vertical axis is logarithmically scaled. Which of the following statements best describe how these data will appear on the semi-log plot?
(A) The data will appear linear, because data that exhibit exponential behavior in the \( xy \)-plane display a linear pattern when graphed on a semi-log plot in which the vertical axis is logarithmically scaled.
(B) The data show no apparent pattern, because only logarithmic data will display a pattern when graphed on a semi-log plot in which the vertical axis is logarithmically scaled.
(C) The data will appear exponential, because data whose outputs increase multiplicatively while the inputs increase additively display an exponential pattern when graphed on a semi-log plot in which the vertical axis is logarithmically scaled.
(D) The data will appear logarithmic, because data that exhibit exponential behavior in the \( xy \)-plane display a logarithmic pattern when graphed on a semi-log plot in which the vertical axis is logarithmically scaled.
▶️ Answer/Explanation
Detailed solution

The correct option is (A).
The graphed points show that as \( x \) increases linearly, \( y \) increases by a constant ratio (doubling).
This identifies the function \( f \) as an exponential relationship of the form \( y = a \cdot b^x \).
On a semi-log plot, the vertical axis represents \( \log(y) \) instead of \( y \).
Applying a logarithm to both sides gives \( \log(y) = \log(a) + x \log(b) \).
This equation follows the linear form \( Y = mx + c \), where \( Y = \log(y) \).
Thus, exponential data always appears as a straight line on a semi-logarithmic scale.

Question 30

The figure shows six points for the function $f$ graphed on a semi-log plot, where the vertical axis is logarithmically scaled. Which of the following could be $f(x)$?
(A) $f(x) = 800 \left( \frac{1}{2} \right)^x$
(B) $f(x) = 800 (2)^x$
(C) $f(x) = 800 – 2x$
(D) $f(x) = \log_{10} 800 – (\log_{10} 2) \cdot x$
▶️ Answer/Explanation
Detailed solution

The correct answer is (A).
On a semi-log plot, a straight line represents an exponential function of the form $f(x) = ab^x$.
Observing the y-intercept at $x = 0$, the value is slightly below $1000$, which matches the initial value $a = 800$.
As $x$ increases, the $y$ values decrease, indicating an exponential decay where the base $b$ must be less than $1$.
At $x = 1$, the point is at $400$, which satisfies $800 \left( \frac{1}{2} \right)^1 = 400$.
At $x = 3$, the point is at $100$, which satisfies $800 \left( \frac{1}{2} \right)^3 = 800 \cdot \frac{1}{8} = 100$.
Option (C) is linear and (D) is logarithmic, neither of which produces a straight line on a semi-log scale.

Question 31

A data set that appears exponential is modeled by the function $g$ given by $g(x) = 6 \cdot \left( \frac{1}{5} \right)^x$. The data are represented using a semi-log plot, where the vertical axis is logarithmically scaled with the natural logarithm. Which of the following gives the slope of the data as they appear in the semi-log plot?
(A) $-\ln 5$
(B) $\ln 5$
(C) $\ln 6$
(D) $\frac{1}{5}$
▶️ Answer/Explanation
Detailed solution

The correct answer is (A) $-\ln 5$.
In a semi-log plot with a natural log scale, the vertical coordinate is $y = \ln(g(x))$.
Substitute the function: $y = \ln\left( 6 \cdot \left( \frac{1}{5} \right)^x \right)$.
Use log properties: $y = \ln 6 + \ln\left( \left( \frac{1}{5} \right)^x \right)$.
Bring down the exponent: $y = \ln 6 + x \ln\left( \frac{1}{5} \right)$.
Apply the division rule for logs: $y = \ln 6 + x(\ln 1 – \ln 5)$.
Since $\ln 1 = 0$, the linear equation becomes $y = (-\ln 5)x + \ln 6$.
The slope of this linear relationship is the coefficient of $x$, which is $-\ln 5$.

Question 32

The table gives values for a function $f$ at selected values of $x$. Which of the following graphs could represent these data in a semi-log plot, where the vertical axis is logarithmically scaled?
(A)
(B) 
(C)
(D)
▶️ Answer/Explanation
Detailed solution

The correct option is (D).
A semi-log plot uses a logarithmic scale for the vertical axis, where increments represent powers of $10$.
In Graph D, the y-axis labels are $1, 10, 100, 1000$, which indicates a $\log_{10}$ scale.
Plotting the data: at $x=1, f(x)=12$ is just above $10$.
At $x=3, f(x)=108$ is just above $100$.
At $x=5, f(x)=980$ is just below $1000$.
These points form a nearly straight line on the semi-log grid, characteristic of exponential growth.

Question 33

The table gives values for a function \(g\) at selected values of \(x\). Which of the following graphs could represent these data in a semi-log plot, where the vertical axis is logarithmically scaled?
(A)
(B)
(C)
(D) 
▶️ Answer/Explanation
Detailed solution

The correct answer is (A).
The values of \(g(x)\) decrease by a constant factor of approximately \(0.45\), indicating an exponential function.
In a semi-log plot, an exponential function \(g(x) = ab^x\) appears as a straight line.
The vertical axis in Graph A uses a base-\(10\) logarithmic scale spanning from \(10^0\) to \(10^3\).
Point \((1, 813)\) is correctly placed near the top grid line of \(1000\).
Point \((5, 33)\) is correctly placed between \(10\) and \(100\).
The linear alignment of points in Graph A confirms the relationship \(\log(g(x)) = \log(a) + x\log(b)\).
Options (B), (C), and (D) are incorrect due to improper scaling or the use of linear axes.

Question 34

\(x\)\(h(x)\)
\(5\)\(2\)
\(10\)\(6\)
\(15\)\(18\)
\(20\)\(54\)
\(25\)\(162\)
The table gives values for a function \(h\) at selected values of \(x\). Which of the following best describes how the data in the table would appear if displayed using a semi-log plot, where the vertical axis is logarithmically scaled?
(A) The data would appear linear using a semi-log plot, because the function \(h\) is best modeled using a logarithmic function.
(B) The data would appear linear using a semi-log plot, because the function \(h\) is best modeled using an exponential function.
(C) The data would appear logarithmic using a semi-log plot, because the function \(h\) is best modeled using an exponential function.
(D) The data would appear logarithmic using a semi-log plot, because the function \(h\) is best modeled using a logarithmic function.
▶️ Answer/Explanation
Detailed solution

The correct answer is (B).

Observe that as \(x\) increases by a constant amount of \(5\), the value of \(h(x)\) is multiplied by a constant factor of \(3\).
This constant ratio (\(6/2 = 3\), \(18/6 = 3\), etc.) indicates that \(h(x)\) is an exponential function.
An exponential function is defined by the general form \(y = ab^x\).
Taking the logarithm of both sides gives \(\log(y) = \log(a) + x\log(b)\).
This transformation shows a linear relationship between \(x\) and \(\log(y)\).
Therefore, on a semi-log plot with a logarithmic vertical axis, the data will appear as a straight line.

Question 35

The figure shows five data points using a semi-log plot, where the vertical axis is logarithmically scaled. Which of the following could describe the appearance of the data when graphed in the $xy$-plane?
(A) The data appear exponential and concave up.
(B) The data appear logarithmic and concave up.
(C) The data appear exponential and concave down.
(D) The data appear logarithmic and concave down.
▶️ Answer/Explanation
Detailed solution

The correct option is (A).
A straight line on a semi-log plot indicates an exponential relationship between $x$ and $y$.
The linear trend follows the form $\log_{10}(y) = mx + b$, which simplifies to $y = 10^{mx+b}$.
Since the slope $m$ is positive, the data represents exponential growth.
In a standard $xy$-plane, the rate of change of an exponential growth function increases as $x$ increases.
This increasing slope results in a graph that is concave up.
Logarithmic functions, by contrast, would appear linear on a log-log plot or semi-log $x$ plot.

Question 36

A data set is represented using a semi-log plot, where the vertical axis is logarithmically scaled and appears linear. The linear model for the semi-log plot is given by $y = (\log_{10} 2)x + \log_{10} 5$. Which of the following functions could represent the data set in the $xy$-plane?
(A) $f(x) = 2 \cdot 5^x$
(B) $f(x) = 5 \cdot 2^x$
(C) $f(x) = 2 + 5^x$
(D) $f(x) = 5 + 2^x$
▶️ Answer/Explanation
Correct Answer: (B)
Detailed solution

In a semi-log plot with a logarithmic vertical axis, the linear equation is written as $\log_{10}(f(x)) = y$.
Substitute the given linear model: $\log_{10}(f(x)) = (\log_{10} 2)x + \log_{10} 5$.
Apply the power property of logarithms: $\log_{10}(f(x)) = \log_{10}(2^x) + \log_{10} 5$.
Apply the product property of logarithms: $\log_{10}(f(x)) = \log_{10}(5 \cdot 2^x)$.
Take the antilogarithm of both sides: $f(x) = 5 \cdot 2^x$.
This matches option (B).

Question 37

A data set is represented using a semi-log plot, where the vertical axis is logarithmically scaled with the natural logarithm. On the semi-log plot, the data appear linear and can be modeled by $y = \ln 4 – x(\ln 3)$. In the $xy$-plane, the data can be modeled by the exponential function $g(x) = ab^x$, where $a$ and $b$ are constants. What is the value of $b$?
(A) $b = 4$
(B) $b = 3$
(C) $b = \frac{4}{3}$
(D) $b = \frac{1}{3}$
▶️ Answer/Explanation
Detailed solution

The semi-log plot represents the relationship as $y = \ln(g(x))$.
Given the linear model: $y = \ln 4 – x(\ln 3)$.
Substitute $y$ with $\ln(g(x))$ to get: $\ln(g(x)) = \ln 4 – \ln(3^x)$.
Apply logarithm rules to combine terms: $\ln(g(x)) = \ln\left(\frac{4}{3^x}\right)$.
Exponentiate both sides to solve for $g(x)$: $g(x) = 4 \cdot \left(\frac{1}{3}\right)^x$.
Compare this to the standard form $g(x) = ab^x$.
The constant $b$ is identified as $\frac{1}{3}$.
Thus, the correct option is (D).

Question 38

The figures show six data points in a semi-log plot, where the vertical axis is logarithmically scaled, as well as the residual plot that results when the regression \(P\) is used to model the given data. Which of the following statements about the regression model \(P\) is true?
(A) The model \(P\) is linear, and the model was appropriate.
(B) The model \(P\) is linear, and the model was not appropriate.
(C) The model \(P\) is exponential, and the model was appropriate.
(D) The model \(P\) is exponential, and the model was not appropriate.
▶️ Answer/Explanation
Detailed solution

The correct option is (C).
A straight line on a semi-log plot indicates an exponential relationship between variables.
Since the data points follow a linear trend on the \(\log\) scale, model \(P\) must be exponential.
The residual plot shows points randomly scattered around the zero line with no discernible pattern.
A random residual plot confirms that the chosen regression model is appropriate for the data.
Therefore, model \(P\) is exponential and the fit is considered appropriate.

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