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VCE 11 General 2023

7.04 Line of good fit

Interactive practice questions

Select the graph that shows a negative relationship between the two variables.

A

B

C
Easy
< 1min

In a laboratory experiment, a scientist measures the time $T$T (in seconds) that it takes for a chemical reaction to finish, after adding acids of different strengths $P$P (measured as pH). The pH scale, which is used to measure the strength of an acid, allows values from $-7$7 (a strong acid) to $+7$+7 (a very strong base).

The least-squares equation for the given data is $T=-10P+140$T=10P+140.

Medium
3min

Soil salinity is a problem that affects large areas of farmland in Australia. A farmer has measured wheat production $W$W (in tonnes per hectare) for a number of paddocks with various salt levels $S$S (in kg per hectare).

The least-squares equation for the given data is approximately $W=-\frac{3}{5}S+300$W=35S+300.

Hard
4min

The fleet manager for the Australian Automotive Association wants to estimate how car maintenance costs $C$C (in hundreds of dollars) are related to the distance $K$K (in thousands of kilometres) driven each year.

The data collected is shown in the scatter plot below and the least-squares equation $C=9.9K+146.2$C=9.9K+146.2.

Hard
3min
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Outcomes

U2.AoS1.4

the equation of a line of good fit

U2.AoS1.6

identify the explanatory variable and use the equation of a line of good fit by eye to the data to model an observed linear association

U2.AoS1.7

calculate the intercept and slope, and interpret the slope and intercept of the model in the context of data

U2.AoS1.8

use a linear model to make predictions, including the issues of interpolation and extrapolation

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