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Interpolation and Extrapolation, Business Mathematics and Statistics Video Lecture | Business Mathematics and Statistics - B Com

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FAQs on Interpolation and Extrapolation, Business Mathematics and Statistics Video Lecture - Business Mathematics and Statistics - B Com

1. What is interpolation and extrapolation in business mathematics and statistics?
Ans. Interpolation is a method used to estimate a value within a given range of known values. It is used to fill in missing data points or estimate values between known data points. Extrapolation, on the other hand, is the process of estimating a value outside the range of known values based on the trend or pattern observed in the existing data.
2. How is interpolation useful in business mathematics and statistics?
Ans. Interpolation is useful in business mathematics and statistics as it allows us to estimate values that are not directly given in the data set. This can be helpful when we need to make predictions or fill in missing data points. For example, interpolation can be used to estimate sales figures for a particular month based on the sales data from previous months.
3. What are some commonly used interpolation techniques?
Ans. There are several commonly used interpolation techniques in business mathematics and statistics. These include linear interpolation, polynomial interpolation, and spline interpolation. Linear interpolation estimates values by assuming a straight line between two known data points. Polynomial interpolation uses a polynomial function to estimate values. Spline interpolation uses piecewise-defined polynomial functions to estimate values.
4. When should extrapolation be used in business mathematics and statistics?
Ans. Extrapolation should be used with caution in business mathematics and statistics. It is typically used when there is a clear trend or pattern observed in the existing data and we want to extend the trend beyond the known data range. However, it is important to note that extrapolation carries higher uncertainty compared to interpolation because it involves estimating values outside the range of known data.
5. What are the potential limitations of using interpolation and extrapolation in business mathematics and statistics?
Ans. There are several limitations to consider when using interpolation and extrapolation in business mathematics and statistics. Firstly, these techniques assume that the trend observed in the existing data will continue in the future, which may not always be the case. Secondly, interpolation and extrapolation can be sensitive to outliers in the data, leading to inaccurate estimates. Lastly, extrapolation is more prone to error than interpolation due to the increased uncertainty in estimating values outside the known data range.
115 videos|142 docs
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