Plot a straight line trend for the following data using the principle of least squares. Then, predict the production for the year 2014.

\begin{tabular}{|c|c|c|c|c|c|}
\hline
Year & 2008 & 2009 & 2010 & 2011 & 2012 \\
\hline
Production & 83 & 92 & 74 & 90 & 166 \\
\hline
\end{tabular}

The year of origin for the following straight-line trend equation of profits (in rupees) is 2008:
[tex]\[ Y = 35 + 2X \][/tex]

Estimate the profit for the year 2015.



Answer :

Sure. Let's go through this step-by-step.

1. Understand the provided equation:
The straight-line trend equation given is [tex]\( Y = 35 + 2X \)[/tex], where [tex]\( Y \)[/tex] represents the profit in rupees and [tex]\( X \)[/tex] represents the number of years since 2008.

2. Calculate [tex]\( X \)[/tex] for the year 2015:
First, we need to determine the value of [tex]\( X \)[/tex] for the year 2015. Since [tex]\( X \)[/tex] represents the number of years since 2008, we can find [tex]\( X \)[/tex] as follows:

[tex]\[ X = \text{Year} - 2008 \][/tex]

Thus,

[tex]\[ X = 2015 - 2008 \][/tex]

[tex]\[ X = 7 \][/tex]

3. Use the trend equation to estimate the profit:
Now that we have [tex]\( X = 7 \)[/tex], we can substitute this value into the trend equation to estimate the profit for the year 2015:

[tex]\[ Y = 35 + 2X \][/tex]

Substituting [tex]\( X = 7 \)[/tex]:

[tex]\[ Y = 35 + 2 \cdot 7 \][/tex]

[tex]\[ Y = 35 + 14 \][/tex]

[tex]\[ Y = 49 \][/tex]

4. Conclusion:
The estimated profit for the year 2015 is 49 rupees.

In summary, by applying the given straight line trend equation [tex]\( Y = 35 + 2X \)[/tex], and calculating for [tex]\( X = 7 \)[/tex] (since 2015 is 7 years after 2008), we find that the estimated profit for the year 2015 is 49 rupees.