What is wrong with the predicted temperature when a cricket chirps 3000 times in 1 minute, using the regression equation?

Question

22-08-2024
Mathematics

High School

We appreciate your visit to What is wrong with the predicted temperature when a cricket chirps 3000 times in 1 minute using the regression equation. This page offers clear insights and highlights the essential aspects of the topic. Our goal is to provide a helpful and engaging learning experience. Explore the content and find the answers you need!

What is wrong with the predicted temperature when a cricket chirps 3000 times in 1 minute, using the regression equation?

Answer :

Other Questions

The "Terry Stop, " established in Terry v. Ohio (1968), allows officers

How do you determine the orientation of orthographic projections in a multiview

According to the story "Welcome Back Wolves!", what happened after the wolves

When a chemist collects hydrogen gas over water, she ends up with

SAFE Vehicle Ownership Reality Check What type of insurance will the bank

An arcade holds a game night. Of the 120 customers who visit

An 11.0 kg object is thrown vertically into the air with an

what is the heat change in kj associated with 37.19 g of

Complete the sentences: 1. If I ______ (have) lots of money, I

You rent a car for a week. The contract states that for

ranipandian ranipandian · Answer 1 · 2023-09-08T21:52:19-04:00

The question involves predicting the chirping rate of tree crickets at a certain temperature using the Arrhenius equation. A predicted rate of 3000 chirps per minute is implausible, indicating a misuse of the regression equation. In modelling biological data, it is important to consider the best-fit model for accuracy.

Tree cricket chirping has been observed to correlate with temperature, described by Arrhenius' relationship between reaction rates and temperature, allowing biologists to predict the rate at which crickets chirp under different temperatures using an Arrhenius plot of ln(f) against 1/T.

The predicted chirping rate at a temperature of 308 K (35°C) is calculated to be 380 chirps per minute based on an increase in the rate constant from T1 = 296 K where the chirping rate was measured to be 158 chirps per minute. It is important to note that a prediction of a cricket chirping 3000 times in one minute is unrealistic and physically implausible, indicating an error or misunderstanding in interpreting the regression equation. Moreover, when dealing with physical or biological data, linear models may not always be the best choice; other forms of the relationship, such as multi-variable models, might offer improved accuracy.