How can I calculate incremental growth rate using a logarithm regression analysis? I have count data from 1992-2022 of a species and want to calculate the growth rate on a 3 year moving average.
I want to calculate the mean compound annual growth rate using a three-year sliding average to consider the average 3 calving intervals of species and subsequent cohort structured calving cycles.
I hconducted a linear regression using the natural log in SPSS. What is the best way to look at the growth rate for each 3-year time block, eg. 1992-1994, 1993-1995....2020-2022? I am using the same data and similar methodology as a previous study (mine is an update from 2016) so it has been suggested I follow my co-investigators method, however she is currently unavailable and I need to get onto analysing the data for write up. A previous paper with a brief data analysis methodology and figure is attached. I just cannot decipher how they came up with the values in the figure.
Is anyone able to help with insight? and soem simple instructions to follow (I am not familiar with stats)
"Data analysis: The mean compound annual growth rate was calculated using a three-year sliding average to consider the average 3 calving intervals of SRWs and subsequent cohort structured calving cycles. A simple exponential regression was fitted to the long-term count data and presented with 95% confidence intervals and standard deviation."
This description is taken from PhD thesis chapter which was submitted for publication (minus this text) and the link is attached below. Figure is on page 677 which I want to replicate.
2022 paper DOI accessed here
I can also send data.
Thank you in advance
Bridget
Answer
- The questioner was satisfied with and accepted the answer, or
- The answer was evaluated as being 100% correct by the judge.
1 Attachment
Kav10
-
Thank you Kav10
- answered
- 981 views
- $35.00
Related Questions
- Find $\lim _{x \rightarrow 0^{+}} \sqrt{x}\ln x$
- $a \log_bx=\log_{b^\frac{1}{a}}x$
- Logarithmic Equation
- Two statistics proofs with regressions, any help much appreciated!
- Help structure linear mixed effects model random effects structure
- Compute $\lim_{n \rightarrow \infty} \ln \frac{n!}{n^n}$
- Use the Desmos graphing calculator to find slope and y-intercept for the least-squares regression line for the dataset in the table
- Mathematical modeling
Low bounty!
Which figure are you referring to?
Paper/dissertation cannot be downloaded.
Attached is the paper with Figure 4 teh one I want to replicate. I can complete myself, but just need some help figuring out the process. I think it should be fairly straighforward fbut for some reason just can't wrap my brain around it. In that case I may have under estimated how much time it would take to help figure out.
Creating a box chart of the data using regression analysis should be straight forward. I can give you general guidance on doing that.
Thanks for attaching the paper.
Okay perfect and this can be done for each 3 year time block?
Yes, you can calculate 3-year moving average.
I am using SPSS also do you know if that can be done?
I can give you instructions to create the box plot in Excel.
That would be amazing thank you
The offered bounty is too low for the amount of time and energy one needs to spend to answer this question!
Bounty increased